From 290525263ff58c875a53383d885639ed2ee21e75 Mon Sep 17 00:00:00 2001
From: 0xflotus <0xflotus@gmail.com>
Date: Tue, 8 Aug 2023 00:30:10 +0200
Subject: [PATCH 01/58] chore: fixed some small errors in blogpost

---
 apps/www/_blog/2023-08-07-hugging-face-supabase.mdx | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/apps/www/_blog/2023-08-07-hugging-face-supabase.mdx b/apps/www/_blog/2023-08-07-hugging-face-supabase.mdx
index d421d8918c8..f383c9b53c7 100644
--- a/apps/www/_blog/2023-08-07-hugging-face-supabase.mdx
+++ b/apps/www/_blog/2023-08-07-hugging-face-supabase.mdx
@@ -212,7 +212,7 @@ We’re in the early stages of development, and we have some exciting ideas to o
 
 ### Reducing cold starts
 
-Cold-starts are the time it takes for the “initial load” of an Edge Function. Because the model needs to be downloaded to the Edge Function, could starts can take anywhere from ~2-6s (based on the model). Loading the initial model and building the pipeline usually contributes to it. We are experimenting with the idea of attaching a “read-only disk” of models to our [Edge Runtime](https://github.com/supabase/edge-runtime) which mitigate any download penalties. We’ll share more details about these optimizations in a future blog post.
+Cold-starts are the time it takes for the “initial load” of an Edge Function. Because the model needs to be downloaded to the Edge Function, cold starts can take anywhere from ~2-6s (based on the model). Loading the initial model and building the pipeline usually contributes to it. We are experimenting with the idea of attaching a “read-only disk” of models to our [Edge Runtime](https://github.com/supabase/edge-runtime) which mitigate any download penalties. We’ll share more details about these optimizations in a future blog post.
 
 ### Handling heavier workloads
 
@@ -228,7 +228,7 @@ Images have the same challenge. Models like CLIP, which can generate embeddings
 
 ## Getting started
 
-If you’re a Python Dev, check out our [Hello World notebook](https://supabase.com/docs/guides/ai/quickstarts/hello-world). If you’re a JavaScript developer, check out our our [Text Embeddings docs](https://supabase.com/docs/guides/ai/quickstarts/generate-text-embeddings).
+If you’re a Python Dev, check out our [Hello World notebook](https://supabase.com/docs/guides/ai/quickstarts/hello-world). If you’re a JavaScript developer, check out our [Text Embeddings docs](https://supabase.com/docs/guides/ai/quickstarts/generate-text-embeddings).
 
 And no matter your language preference, remember to jump into the [Hugging Face community](https://github.com/huggingface) and show your support.
 

From cc1fc84cb69e7d1ee687ed300c6272df31f90245 Mon Sep 17 00:00:00 2001
From: 0xflotus <0xflotus@gmail.com>
Date: Tue, 8 Aug 2023 15:18:39 +0200
Subject: [PATCH 02/58] Update 2023-08-07-hugging-face-supabase.mdx

---
 apps/www/_blog/2023-08-07-hugging-face-supabase.mdx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/apps/www/_blog/2023-08-07-hugging-face-supabase.mdx b/apps/www/_blog/2023-08-07-hugging-face-supabase.mdx
index f383c9b53c7..fcc912fb525 100644
--- a/apps/www/_blog/2023-08-07-hugging-face-supabase.mdx
+++ b/apps/www/_blog/2023-08-07-hugging-face-supabase.mdx
@@ -212,7 +212,7 @@ We’re in the early stages of development, and we have some exciting ideas to o
 
 ### Reducing cold starts
 
-Cold-starts are the time it takes for the “initial load” of an Edge Function. Because the model needs to be downloaded to the Edge Function, cold starts can take anywhere from ~2-6s (based on the model). Loading the initial model and building the pipeline usually contributes to it. We are experimenting with the idea of attaching a “read-only disk” of models to our [Edge Runtime](https://github.com/supabase/edge-runtime) which mitigate any download penalties. We’ll share more details about these optimizations in a future blog post.
+Cold starts are the time it takes for the “initial load” of an Edge Function. Because the model needs to be downloaded to the Edge Function, cold starts can take anywhere from ~2-6s (based on the model). Loading the initial model and building the pipeline usually contributes to it. We are experimenting with the idea of attaching a “read-only disk” of models to our [Edge Runtime](https://github.com/supabase/edge-runtime) which mitigate any download penalties. We’ll share more details about these optimizations in a future blog post.
 
 ### Handling heavier workloads
 

From cbec48032f7e269b5fa466a20aa696dac0aa9e25 Mon Sep 17 00:00:00 2001
From: egor-romanov <egor.romanov@gmail.com>
Date: Thu, 10 Aug 2023 13:47:33 +0300
Subject: [PATCH 03/58] add limitations block to realtime docs

---
 .../guides/realtime/postgres-changes.mdx      | 25 +++++++++++++++++++
 1 file changed, 25 insertions(+)

diff --git a/apps/docs/pages/guides/realtime/postgres-changes.mdx b/apps/docs/pages/guides/realtime/postgres-changes.mdx
index 57b1d355830..9194b347419 100644
--- a/apps/docs/pages/guides/realtime/postgres-changes.mdx
+++ b/apps/docs/pages/guides/realtime/postgres-changes.mdx
@@ -531,6 +531,31 @@ For example, if you're using the `supabase-js` `v2` client then you can pass you
 supabase.realtime.setAuth('fresh-token')
 ```
 
+## Limitations
+
+Realtime's Postgres Changes feature has the following limitations in terms of performance at the current time. There is a bottleneck on the database side that limits the number of messages that can be streamed to subscribed clients.
+
+The polling query that fetches the changes can only work in a single thread. This means that if you have a lot of changes happening in your database, the polling query will be blocked and will not be able to fetch the changes fast enough. This will result in a delay in the changes being sent to the subscribed clients until you will get timeouted. Additionally, the polling query works per each subscribed client, this means that each unique pair of `filters` and `JWT token` (logged-in user) will affect the performance of the polling query. In other words, RLS and filters can further limit the number of messages that can be streamed to subscribed clients.
+
+From our testing and observation of the performance of the polling query, we have found that the following limits are safe to use:
+
+| Database Add-on  | Filters | RLS Usage | Concurrent Clients | Records per second per client | Messages per second (total) | Latency p95 (ms) |
+| ---------------- | ------- | --------- | ------------------ | ----------------------------- | --------------------------- | ---------------- |
+| micro < > medium | 🚫      | 🚫        | 500                | 10                            | 5,000                       | 257              |
+| micro < > medium | 🚫      | 🚫        | 1,000              | 10                            | 10,000                      | 800              |
+| micro < > medium | 🚫      | 🚫        | 5,000              | 2                             | 10,000                      | 1,120            |
+| large and above  | 🚫      | 🚫        | 1,000              | 10                            | 10,000                      | 261              |
+| large and above  | 🚫      | 🚫        | 5,000              | 2                             | 10,000                      | 952              |
+| large and above  | 🚫      | 🚫        | 10,000             | 1                             | 10,000                      | 949              |
+| large and above  | 🚫      | 🚫        | 200,000            | 0.04 (1 in 25 seconds)        | 8,000                       | 15,709           |
+| large and above  | ✅      | ✅        | 500                | 2                             | 1,000                       | 262              |
+| large and above  | ✅      | ✅        | 1,000              | 1                             | 1,000                       | 431              |
+| large and above  | ✅      | ✅        | 5,000              | 0.2 (1 in 5 seconds)          | 1,000                       | 702              |
+
+If you want to use Realtime's Postgres Changes feature you should be aware of these limitations. And if you are planning to use this feature at scale, you should consider using separate table without RLS and filters for the purpose of streaming changes to subscribed clients. Another option is to use it on the server side only and restream the changes to your clients using a Realtime Broadcast because it does not have these limitations.
+
+We have ideas on how to improve Realtime's Postgres Changes in the future. Follow Supabase to stay up to date with the latest news and updates on this feature.
+
 ## More Realtime Quickstarts
 
 - [Broadcast Quickstart](/docs/guides/realtime/broadcast)

From eda23408c80781e98808deee0cb8362696605e8f Mon Sep 17 00:00:00 2001
From: TzeYiing <ty@tzeyiing.com>
Date: Thu, 10 Aug 2023 18:50:27 +0800
Subject: [PATCH 04/58] docs: remove bigquery setup in local development docs

---
 .../pages/guides/cli/local-development.mdx    | 32 +++----------------
 1 file changed, 4 insertions(+), 28 deletions(-)

diff --git a/apps/docs/pages/guides/cli/local-development.mdx b/apps/docs/pages/guides/cli/local-development.mdx
index 1682de48d8c..161d08a73e1 100644
--- a/apps/docs/pages/guides/cli/local-development.mdx
+++ b/apps/docs/pages/guides/cli/local-development.mdx
@@ -423,39 +423,15 @@ If you have additional triggers or RLS policies defined on your `auth` schema, y
 supabase db remote commit --schema auth
 ```
 
-### Enabling Local Logging
+### Local Logging
 
-Local logs rely on the Supabase Analytics Server. This can be enabled via the CLI configuration, and requires a Google Cloud project and BigQuery access.
+Local logs rely on the Supabase Analytics Server, and are available in the Studio automatically.
 
 <Admonition type="note">
-  The Google Cloud project must have billing enabled. The dataset created and managed by Analytics
-  will be within the US. Read more about this requirement
-  [here](https://supabase.com/docs/reference/self-hosting-analytics/introduction#bigquery).
+  For advanced logs analysis using the Logs Explorer, it is advised to use the BigQuery backend instead of the default Postgres backend. Read about the steps [here](https://supabase.com/docs/reference/self-hosting-analytics/introduction#bigquery).
 </Admonition>
 
-Requirements:
-
-1. Google Cloud project number
-2. Google Cloud project ID
-3. Google Cloud Service Account Key, obtained through [Google Cloud IAM dashboard](https://console.cloud.google.com/iam-admin/iam), with BigQuery Admin role assigned to the service account.
-
-Once you have these 3 items, follow these steps:
-
-First, update your project's `supabase/config.toml`:
-
-```bash
-[analytics]
-enabled = true
-gcp_project_number = "123456"
-gcp_project_id = "my-project-id"
-gcp_jwt_path = "supabase/gcloud.json"
-```
-
-Next, place your service account key (a JSON file) at the corresponding path and ensure that it is correctly named.
-
-Last, start your local stack using `supabase start`
-
-This will switch the logging drivers and will direct logs to the Analytics server. You will be able to view and query your logs via the Studio Logs Explorer and Logs UI.
+Logs will be directed to the Analytics server instead of the docker logging driver. All logs will be stored in the local database under the `_analytics` schema.
 
 ## Limitations and considerations
 

From 7a682b01173634ce55aa6b69cc3a7a3f0589693f Mon Sep 17 00:00:00 2001
From: Michel Pelletier <michel@supabase.io>
Date: Thu, 10 Aug 2023 06:51:35 -0700
Subject: [PATCH 05/58] update to column encryption docs with more explanations
 of risk/reward and key get/set through API.

---
 .../guides/database/column-encryption.mdx     | 44 +++++++++++++++++--
 1 file changed, 41 insertions(+), 3 deletions(-)

diff --git a/apps/docs/pages/guides/database/column-encryption.mdx b/apps/docs/pages/guides/database/column-encryption.mdx
index d750f6c33b1..9746544ad09 100644
--- a/apps/docs/pages/guides/database/column-encryption.mdx
+++ b/apps/docs/pages/guides/database/column-encryption.mdx
@@ -9,9 +9,27 @@ export const meta = {
   video: 'https://www.youtube.com/v/J9mTPY8rIXE',
 }
 
-Supabase provides a secure method for encrypting columns using [Vault](/docs/guides/database/vault), our Postgres secrets manager. Vault is a Postgres extension with an integrated UI intended to act as a secure global secrets management for your project.
+Supabase provides a secure method for encrypting data using [Vault](/docs/guides/database/vault), our Postgres secrets manager. Vault is a Postgres extension with an integrated UI intended to act as a secure global secrets management for your project.
 
-Vault enables an advanced feature called Transparent Column Encryption (TCE) which provides a safe way to encrypt your data so that it doesn't leak into logs and backups. It can also provide row-level authenticated encryption.
+In addition to the Vault secret storage table, Supabase also enables an advanced feature called Transparent Column Encryption (TCE) which provides a safe way to encrypt columns in your own tables so that they doesn't leak into logs and backups. It can also provide row-level authenticated encryption.
+
+Column Encryption comes with tradeoffs that need to be considered before using it.
+
+    - Encryption and decryption both take time, inserting and selecting encrypted data takes more time than a "plain" column of data.  Queries that must load a lot of rows with encrypted columns will be slower than those that are not encrypted.
+
+    - Encrypted columns should never be indexed.  This is because the index must store the unencrypted value of a column to be useful, which would defeat the purpose of storing values encrypted.  To look up an encrypted column, you must first look up its row by some other unencrypted column, like a primary key.
+
+    - Encrypted columns can be queried in a `WHERE` clause, but this can also have some negative performance consequences, since the value must be decrypted in order to matched to any `WHERE` qualifiers.  For small result sets this is not a big deal, but broad queries that match many rows will have to be scanned and each row decrypted in order to check against the `WHERE` clause.  Worst case is the entire table must be scanned and decrypted to check against a `WHERE`.
+
+    - While you can encrypt multiple columns in the same table, each column must go through a full encryption cycle, so two columns will take twice the time as one, three columns three time as long, and so on.  It is usually better to break up large tables into smaller tables with at most one or two encrypted columns, and associated them with [foreign keys](https://www.postgresql.org/docs/current/tutorial-fk.html) that can be used to JOIN them when necessary.
+
+In general, it is a bad idea to over-use column encryption for mundane data or data that you need to search against such as names, user or account types, addresses, country codes, etc.  Column encryption is intended to be used for very sensitive data that would cause serious issues if it were to leak, such as API keys, payment keys, highly sensitive personal information, etc.
+
+## Encryption Keys
+
+Encryption requires keys, but keeping the keys in the same database as the encrypted data doesn't make any sense, it would be like leaving a key in a door lock, a door lock only makes sense when the lock and key can be separated. So similarly, the encryption keys in Supabse are kept separate from the database.
+
+Supabase column encryption and the Vault both use a low level Postgres extension library called [pgsodium](https://github.com/michelp/pgsodium/).  This library in turn wraps a very popular encryption library called [libsodium](https://doc.libsodium.org/).  These libraries provide functionaly for doing something called [Key Derivation](https://libsodium.gitbook.io/doc/key_derivation).  Supabase uses key derivation to *derive* the encryption keys used by column encryption.  These keys are derived from a *Root Key* that is stored by Supabase, outside the database.  If you need to migrate encrypted data from one system to another, you must ensure that this root key is copied over as well.  There is a [REST API for getting the root key for a project](https://supabase.com/docs/reference/api/gets-projects-pgsodium-config).
 
 ## Encrypting columns
 
@@ -23,15 +41,19 @@ Once you've created an encrypted column, you can insert data into the table like
 
 ![Encrypted data](/docs/img/guides/database/vault-encrypted-data.png)
 
+Note that, as mentioned above, indexing an encrypted column serves no purpose and has a detrimental effect on performance.  Indexing encrypted values is not useful since the index needs to store the unencrypted value to be usable, and that would defeat the purpose of storing encrypted data.  Do not create indexes on encrypted columns.
+
 ## Decrypting data
 
 Decrypted data is accessed using a special view that is automatically created after adding an encrypted column to a table. This view decrypts the data row-by-row as you access it. By default, this view is called `decrypted_<your-table-name>`. In the example below, the decryption view for the `profiles` table is called `decrypted_profiles`. Notice there is a new column in the view called `decrypted_emails` that contains the decrypted email value.
 
 ![Decrypted data](/docs/img/guides/database/vault-decrypted-data.png)
 
+As mentioned above, accessing decrypted data is slower than accessing unencrypted data.  Any row you query from this view will go through a decryption function, which takes some time and can be a significant performance pentalty if your query loads lots of rows.  It's always advisable to look up rows by some indexed unencrypted key first, like a primary key, so that only one row is decrypted at a time.
+
 ## Using an Encrypted Table
 
-Now that you have TCE setup for a table, it's easy to use by simply inserting data into the table, and querying that data by looking at its generated view. The view is named `decrypted_<table_name>` and by default is in the same schema as your table:
+Now that you have column encryption setup for a table, it's easy to use by simply inserting data into the table, and querying that data by looking at its generated view. The view is named `decrypted_<table_name>` and by default is in the same schema as your table:
 
 ```sql
 insert into secrets
@@ -67,6 +89,22 @@ nonce                        | \x300a14aa721184ff7cf0f6bf088da267
 
 Notice how there is a new column called `decrypted_secret`. This column is not stored in database or on disk at all, it is generated “on-the-fly” as you select from the view. Database dumps do not contain this information, only the view itself, and most importantly, **raw decryption keys are never stored**.
 
+## Granting API Access to encrypted columns
+
+When you create an encrypted column in the `public` database schema, then that column and the decryption view that is created for it are given *public access via the PostgREST API*.  In general it is not recommended to encrypt columns in the public schema, as this adds some additional security considerations that you need to think about, but it is still possible and useful in some cases depending on your level of security comfort.  Only you can decide the risks and rewards of making decrypted data available to public API access.  It is very strongly recommended that you must protect your public encrypted columns with a Row Level Security (RLS) Policy.
+
+Even though objects created in the `public` schema default to public access, There is an additional layer of security with pgsodium that must be enabled in order for decryption to work with the PostgREST API.  The permissions necessary to call pgsodium functions must be granted to one of the API role that is accessing the public objects.
+
+There are three roles available for API access with Supabase, The `anon` role represents unauthenticated anonymous users and should *never* be granted access to pgsodium, you do so at your own risk.  The `service_role` which is meant to be used by other services in your system, and whose token should never be exposed publicly, and the `authenticated` role which represents authenticated users who present a valid JWT token and are identified by the system as a known user.
+
+By default, only the `service_user` role is granted access to the column encryption functions.  If you wish to make encrypted columns available to your authenticated users, then you must run `GRANT pgsodium_keyiduser TO authenticated;` from the Supabase console or logged in as the `postgres` role.  This table shows the default permission settings for API roles accessing the pgsodium encryption functions:
+
+|Role | pgsodium_keyiduser  | pgsodium_keymaker   |
+|---|---|---|
+| anon | X  | X |
+| authenticated | X  | X  |
+| service_role | Y  | X  |
+
 ## How Key Derivation Works
 
 The current state-of-the-art in encryption libraries is [libsodium](https://doc.libsodium.org/).

From 3f0a3dbad604cc57767720ee6bc965410bd0dce6 Mon Sep 17 00:00:00 2001
From: Rodrigo Mansueli Nunes <rodrigo@mansueli.com>
Date: Thu, 10 Aug 2023 11:25:34 -0300
Subject: [PATCH 06/58] Prettier + typo fix

---
 .../guides/database/column-encryption.mdx     | 26 +++++++++----------
 1 file changed, 13 insertions(+), 13 deletions(-)

diff --git a/apps/docs/pages/guides/database/column-encryption.mdx b/apps/docs/pages/guides/database/column-encryption.mdx
index 9746544ad09..b3873f253f6 100644
--- a/apps/docs/pages/guides/database/column-encryption.mdx
+++ b/apps/docs/pages/guides/database/column-encryption.mdx
@@ -23,13 +23,13 @@ Column Encryption comes with tradeoffs that need to be considered before using i
 
     - While you can encrypt multiple columns in the same table, each column must go through a full encryption cycle, so two columns will take twice the time as one, three columns three time as long, and so on.  It is usually better to break up large tables into smaller tables with at most one or two encrypted columns, and associated them with [foreign keys](https://www.postgresql.org/docs/current/tutorial-fk.html) that can be used to JOIN them when necessary.
 
-In general, it is a bad idea to over-use column encryption for mundane data or data that you need to search against such as names, user or account types, addresses, country codes, etc.  Column encryption is intended to be used for very sensitive data that would cause serious issues if it were to leak, such as API keys, payment keys, highly sensitive personal information, etc.
+In general, it is a bad idea to over-use column encryption for mundane data or data that you need to search against such as names, user or account types, addresses, country codes, etc. Column encryption is intended to be used for very sensitive data that would cause serious issues if it were to leak, such as API keys, payment keys, highly sensitive personal information, etc.
 
 ## Encryption Keys
 
 Encryption requires keys, but keeping the keys in the same database as the encrypted data doesn't make any sense, it would be like leaving a key in a door lock, a door lock only makes sense when the lock and key can be separated. So similarly, the encryption keys in Supabse are kept separate from the database.
 
-Supabase column encryption and the Vault both use a low level Postgres extension library called [pgsodium](https://github.com/michelp/pgsodium/).  This library in turn wraps a very popular encryption library called [libsodium](https://doc.libsodium.org/).  These libraries provide functionaly for doing something called [Key Derivation](https://libsodium.gitbook.io/doc/key_derivation).  Supabase uses key derivation to *derive* the encryption keys used by column encryption.  These keys are derived from a *Root Key* that is stored by Supabase, outside the database.  If you need to migrate encrypted data from one system to another, you must ensure that this root key is copied over as well.  There is a [REST API for getting the root key for a project](https://supabase.com/docs/reference/api/gets-projects-pgsodium-config).
+Supabase column encryption and the Vault both use a low level Postgres extension library called [pgsodium](https://github.com/michelp/pgsodium/). This library in turn wraps a very popular encryption library called [libsodium](https://doc.libsodium.org/). These libraries provide functionaly for doing something called [Key Derivation](https://libsodium.gitbook.io/doc/key_derivation). Supabase uses key derivation to _derive_ the encryption keys used by column encryption. These keys are derived from a _Root Key_ that is stored by Supabase, outside the database. If you need to migrate encrypted data from one system to another, you must ensure that this root key is copied over as well. There is a [REST API for getting the root key for a project](https://supabase.com/docs/reference/api/gets-projects-pgsodium-config).
 
 ## Encrypting columns
 
@@ -41,7 +41,7 @@ Once you've created an encrypted column, you can insert data into the table like
 
 ![Encrypted data](/docs/img/guides/database/vault-encrypted-data.png)
 
-Note that, as mentioned above, indexing an encrypted column serves no purpose and has a detrimental effect on performance.  Indexing encrypted values is not useful since the index needs to store the unencrypted value to be usable, and that would defeat the purpose of storing encrypted data.  Do not create indexes on encrypted columns.
+Note that, as mentioned above, indexing an encrypted column serves no purpose and has a detrimental effect on performance. Indexing encrypted values is not useful since the index needs to store the unencrypted value to be usable, and that would defeat the purpose of storing encrypted data. Do not create indexes on encrypted columns.
 
 ## Decrypting data
 
@@ -49,7 +49,7 @@ Decrypted data is accessed using a special view that is automatically created af
 
 ![Decrypted data](/docs/img/guides/database/vault-decrypted-data.png)
 
-As mentioned above, accessing decrypted data is slower than accessing unencrypted data.  Any row you query from this view will go through a decryption function, which takes some time and can be a significant performance pentalty if your query loads lots of rows.  It's always advisable to look up rows by some indexed unencrypted key first, like a primary key, so that only one row is decrypted at a time.
+As mentioned above, accessing decrypted data is slower than accessing unencrypted data. Any row you query from this view will go through a decryption function, which takes some time and can be a significant performance pentalty if your query loads lots of rows. It's always advisable to look up rows by some indexed unencrypted key first, like a primary key, so that only one row is decrypted at a time.
 
 ## Using an Encrypted Table
 
@@ -91,19 +91,19 @@ Notice how there is a new column called `decrypted_secret`. This column is not s
 
 ## Granting API Access to encrypted columns
 
-When you create an encrypted column in the `public` database schema, then that column and the decryption view that is created for it are given *public access via the PostgREST API*.  In general it is not recommended to encrypt columns in the public schema, as this adds some additional security considerations that you need to think about, but it is still possible and useful in some cases depending on your level of security comfort.  Only you can decide the risks and rewards of making decrypted data available to public API access.  It is very strongly recommended that you must protect your public encrypted columns with a Row Level Security (RLS) Policy.
+When you create an encrypted column in the `public` database schema, then that column and the decryption view that is created for it are given _public access via the PostgREST API_. In general it is not recommended to encrypt columns in the public schema, as this adds some additional security considerations that you need to think about, but it is still possible and useful in some cases depending on your level of security comfort. Only you can decide the risks and rewards of making decrypted data available to public API access. It is very strongly recommended that you must protect your public encrypted columns with a Row Level Security (RLS) Policy.
 
-Even though objects created in the `public` schema default to public access, There is an additional layer of security with pgsodium that must be enabled in order for decryption to work with the PostgREST API.  The permissions necessary to call pgsodium functions must be granted to one of the API role that is accessing the public objects.
+Even though objects created in the `public` schema default to public access, There is an additional layer of security with pgsodium that must be enabled in order for decryption to work with the PostgREST API. The permissions necessary to call pgsodium functions must be granted to one of the API role that is accessing the public objects.
 
-There are three roles available for API access with Supabase, The `anon` role represents unauthenticated anonymous users and should *never* be granted access to pgsodium, you do so at your own risk.  The `service_role` which is meant to be used by other services in your system, and whose token should never be exposed publicly, and the `authenticated` role which represents authenticated users who present a valid JWT token and are identified by the system as a known user.
+There are three roles available for API access with Supabase, The `anon` role represents unauthenticated anonymous users and should _never_ be granted access to pgsodium, you do so at your own risk. The `service_role` which is meant to be used by other services in your system, and whose token should never be exposed publicly, and the `authenticated` role which represents authenticated users who present a valid JWT token and are identified by the system as a known user.
 
-By default, only the `service_user` role is granted access to the column encryption functions.  If you wish to make encrypted columns available to your authenticated users, then you must run `GRANT pgsodium_keyiduser TO authenticated;` from the Supabase console or logged in as the `postgres` role.  This table shows the default permission settings for API roles accessing the pgsodium encryption functions:
+By default, only the `service_user` role is granted access to the column encryption functions. If you wish to make encrypted columns available to your authenticated users, then you must run `GRANT pgsodium_keyiduser TO authenticated;` from the Supabase console or logged in as the `postgres` role. This table shows the default permission settings for API roles accessing the pgsodium encryption functions:
 
-|Role | pgsodium_keyiduser  | pgsodium_keymaker   |
-|---|---|---|
-| anon | X  | X |
-| authenticated | X  | X  |
-| service_role | Y  | X  |
+| Role          | pgsodium_keyiduser | pgsodium_keymaker |
+| ------------- | ------------------ | ----------------- |
+| anon          | X                  | X                 |
+| authenticated | X                  | X                 |
+| service_role  | Y                  | X                 |
 
 ## How Key Derivation Works
 

From 70f2e46040b959bdfdf0dac40783bd57d65ba531 Mon Sep 17 00:00:00 2001
From: Rodrigo Mansueli Nunes <rodrigo@mansueli.com>
Date: Thu, 10 Aug 2023 11:27:40 -0300
Subject: [PATCH 07/58] Update column-encryption.mdx

---
 apps/docs/pages/guides/database/column-encryption.mdx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/apps/docs/pages/guides/database/column-encryption.mdx b/apps/docs/pages/guides/database/column-encryption.mdx
index b3873f253f6..30b803b7572 100644
--- a/apps/docs/pages/guides/database/column-encryption.mdx
+++ b/apps/docs/pages/guides/database/column-encryption.mdx
@@ -29,7 +29,7 @@ In general, it is a bad idea to over-use column encryption for mundane data or d
 
 Encryption requires keys, but keeping the keys in the same database as the encrypted data doesn't make any sense, it would be like leaving a key in a door lock, a door lock only makes sense when the lock and key can be separated. So similarly, the encryption keys in Supabse are kept separate from the database.
 
-Supabase column encryption and the Vault both use a low level Postgres extension library called [pgsodium](https://github.com/michelp/pgsodium/). This library in turn wraps a very popular encryption library called [libsodium](https://doc.libsodium.org/). These libraries provide functionaly for doing something called [Key Derivation](https://libsodium.gitbook.io/doc/key_derivation). Supabase uses key derivation to _derive_ the encryption keys used by column encryption. These keys are derived from a _Root Key_ that is stored by Supabase, outside the database. If you need to migrate encrypted data from one system to another, you must ensure that this root key is copied over as well. There is a [REST API for getting the root key for a project](https://supabase.com/docs/reference/api/gets-projects-pgsodium-config).
+Supabase column encryption and the Vault both use a low level Postgres extension library called [pgsodium](https://github.com/michelp/pgsodium/). This library in turn wraps a very popular encryption library called [libsodium](https://doc.libsodium.org/). These libraries provide functionally for doing something called [Key Derivation](https://libsodium.gitbook.io/doc/key_derivation). Supabase uses key derivation to _derive_ the encryption keys used by column encryption. These keys are derived from a _Root Key_ that is stored by Supabase, outside the database. If you need to migrate encrypted data from one system to another, you must ensure that this root key is copied over as well. There is a [REST API for getting the root key for a project](https://supabase.com/docs/reference/api/gets-projects-pgsodium-config).
 
 ## Encrypting columns
 

From 9bebecc2b09efa4c93e32bc83f35ce81526456ec Mon Sep 17 00:00:00 2001
From: Michel Pelletier <michelp@users.noreply.github.com>
Date: Thu, 10 Aug 2023 09:42:57 -0700
Subject: [PATCH 08/58] Update
 apps/docs/pages/guides/database/column-encryption.mdx

Co-authored-by: Oliver Rice <github@oliverrice.com>
---
 apps/docs/pages/guides/database/column-encryption.mdx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/apps/docs/pages/guides/database/column-encryption.mdx b/apps/docs/pages/guides/database/column-encryption.mdx
index 30b803b7572..2ed12615f4a 100644
--- a/apps/docs/pages/guides/database/column-encryption.mdx
+++ b/apps/docs/pages/guides/database/column-encryption.mdx
@@ -9,7 +9,7 @@ export const meta = {
   video: 'https://www.youtube.com/v/J9mTPY8rIXE',
 }
 
-Supabase provides a secure method for encrypting data using [Vault](/docs/guides/database/vault), our Postgres secrets manager. Vault is a Postgres extension with an integrated UI intended to act as a secure global secrets management for your project.
+Supabase provides a secure method for encrypting data using [Vault](/docs/guides/database/vault), our Postgres secrets manager. Vault is a Postgres extension with an [integrated UI](https://app.supabase.com/project/_/settings/vault/secrets) intended to act as a secure global secrets management for your project.
 
 In addition to the Vault secret storage table, Supabase also enables an advanced feature called Transparent Column Encryption (TCE) which provides a safe way to encrypt columns in your own tables so that they doesn't leak into logs and backups. It can also provide row-level authenticated encryption.
 

From 697d48ac1beab96574d255b0432470f2cc4f0742 Mon Sep 17 00:00:00 2001
From: Michel Pelletier <michelp@users.noreply.github.com>
Date: Thu, 10 Aug 2023 09:45:31 -0700
Subject: [PATCH 09/58] Update
 apps/docs/pages/guides/database/column-encryption.mdx

Co-authored-by: Oliver Rice <github@oliverrice.com>
---
 apps/docs/pages/guides/database/column-encryption.mdx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/apps/docs/pages/guides/database/column-encryption.mdx b/apps/docs/pages/guides/database/column-encryption.mdx
index 2ed12615f4a..cb944f48d6d 100644
--- a/apps/docs/pages/guides/database/column-encryption.mdx
+++ b/apps/docs/pages/guides/database/column-encryption.mdx
@@ -17,7 +17,7 @@ Column Encryption comes with tradeoffs that need to be considered before using i
 
     - Encryption and decryption both take time, inserting and selecting encrypted data takes more time than a "plain" column of data.  Queries that must load a lot of rows with encrypted columns will be slower than those that are not encrypted.
 
-    - Encrypted columns should never be indexed.  This is because the index must store the unencrypted value of a column to be useful, which would defeat the purpose of storing values encrypted.  To look up an encrypted column, you must first look up its row by some other unencrypted column, like a primary key.
+    - Encrypted columns should never be indexed.  This is because the index will store the encrypted value of a column, which would not be useful.  To look up an encrypted column, you must first look up its row by some other unencrypted column, like a primary key.
 
     - Encrypted columns can be queried in a `WHERE` clause, but this can also have some negative performance consequences, since the value must be decrypted in order to matched to any `WHERE` qualifiers.  For small result sets this is not a big deal, but broad queries that match many rows will have to be scanned and each row decrypted in order to check against the `WHERE` clause.  Worst case is the entire table must be scanned and decrypted to check against a `WHERE`.
 

From 35552848e08afac97c3a8171180bbce6f1b14f4c Mon Sep 17 00:00:00 2001
From: Michel Pelletier <michelp@users.noreply.github.com>
Date: Thu, 10 Aug 2023 09:46:12 -0700
Subject: [PATCH 10/58] Update
 apps/docs/pages/guides/database/column-encryption.mdx

Co-authored-by: Oliver Rice <github@oliverrice.com>
---
 apps/docs/pages/guides/database/column-encryption.mdx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/apps/docs/pages/guides/database/column-encryption.mdx b/apps/docs/pages/guides/database/column-encryption.mdx
index cb944f48d6d..fc817569f90 100644
--- a/apps/docs/pages/guides/database/column-encryption.mdx
+++ b/apps/docs/pages/guides/database/column-encryption.mdx
@@ -19,7 +19,7 @@ Column Encryption comes with tradeoffs that need to be considered before using i
 
     - Encrypted columns should never be indexed.  This is because the index will store the encrypted value of a column, which would not be useful.  To look up an encrypted column, you must first look up its row by some other unencrypted column, like a primary key.
 
-    - Encrypted columns can be queried in a `WHERE` clause, but this can also have some negative performance consequences, since the value must be decrypted in order to matched to any `WHERE` qualifiers.  For small result sets this is not a big deal, but broad queries that match many rows will have to be scanned and each row decrypted in order to check against the `WHERE` clause.  Worst case is the entire table must be scanned and decrypted to check against a `WHERE`.
+    - Encrypted columns can be queried in a `WHERE` clause, but this can also have some negative performance consequences, since the value must be decrypted in order to matched to any `WHERE` qualifiers.  For small result sets the impact is small, but queries that match many rows will cause each row to be decrypted in order to check against the `WHERE` clause.  In the worst case, the entire table must be scanned and decrypted to check against a `WHERE` clause.
 
     - While you can encrypt multiple columns in the same table, each column must go through a full encryption cycle, so two columns will take twice the time as one, three columns three time as long, and so on.  It is usually better to break up large tables into smaller tables with at most one or two encrypted columns, and associated them with [foreign keys](https://www.postgresql.org/docs/current/tutorial-fk.html) that can be used to JOIN them when necessary.
 

From b7e1d97e8a78c9375a4c18daaf143e072d5f4e1c Mon Sep 17 00:00:00 2001
From: Michel Pelletier <michelp@users.noreply.github.com>
Date: Thu, 10 Aug 2023 09:46:46 -0700
Subject: [PATCH 11/58] Update
 apps/docs/pages/guides/database/column-encryption.mdx

Co-authored-by: Oliver Rice <github@oliverrice.com>
---
 apps/docs/pages/guides/database/column-encryption.mdx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/apps/docs/pages/guides/database/column-encryption.mdx b/apps/docs/pages/guides/database/column-encryption.mdx
index fc817569f90..fc2ac5c8480 100644
--- a/apps/docs/pages/guides/database/column-encryption.mdx
+++ b/apps/docs/pages/guides/database/column-encryption.mdx
@@ -27,7 +27,7 @@ In general, it is a bad idea to over-use column encryption for mundane data or d
 
 ## Encryption Keys
 
-Encryption requires keys, but keeping the keys in the same database as the encrypted data doesn't make any sense, it would be like leaving a key in a door lock, a door lock only makes sense when the lock and key can be separated. So similarly, the encryption keys in Supabse are kept separate from the database.
+Encryption requires keys. Keeping the keys in the same database as the encrypted data would be unsafe. It would be like leaving a key in a door lock. For that reason, encryption keys are kept separate from the database.
 
 Supabase column encryption and the Vault both use a low level Postgres extension library called [pgsodium](https://github.com/michelp/pgsodium/). This library in turn wraps a very popular encryption library called [libsodium](https://doc.libsodium.org/). These libraries provide functionally for doing something called [Key Derivation](https://libsodium.gitbook.io/doc/key_derivation). Supabase uses key derivation to _derive_ the encryption keys used by column encryption. These keys are derived from a _Root Key_ that is stored by Supabase, outside the database. If you need to migrate encrypted data from one system to another, you must ensure that this root key is copied over as well. There is a [REST API for getting the root key for a project](https://supabase.com/docs/reference/api/gets-projects-pgsodium-config).
 

From d62a7fb9c4d6ff047679825f5fa86f28edf654e9 Mon Sep 17 00:00:00 2001
From: Michel Pelletier <michelp@users.noreply.github.com>
Date: Thu, 10 Aug 2023 09:47:02 -0700
Subject: [PATCH 12/58] Update
 apps/docs/pages/guides/database/column-encryption.mdx

Co-authored-by: Oliver Rice <github@oliverrice.com>
---
 apps/docs/pages/guides/database/column-encryption.mdx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/apps/docs/pages/guides/database/column-encryption.mdx b/apps/docs/pages/guides/database/column-encryption.mdx
index fc2ac5c8480..938ed2ff736 100644
--- a/apps/docs/pages/guides/database/column-encryption.mdx
+++ b/apps/docs/pages/guides/database/column-encryption.mdx
@@ -49,7 +49,7 @@ Decrypted data is accessed using a special view that is automatically created af
 
 ![Decrypted data](/docs/img/guides/database/vault-decrypted-data.png)
 
-As mentioned above, accessing decrypted data is slower than accessing unencrypted data. Any row you query from this view will go through a decryption function, which takes some time and can be a significant performance pentalty if your query loads lots of rows. It's always advisable to look up rows by some indexed unencrypted key first, like a primary key, so that only one row is decrypted at a time.
+Accessing decrypted data is slower than accessing unencrypted data. Any row you query from this view will go through a decryption function, which takes some time and can be a significant performance pentalty if your query loads lots of rows. It's always advisable to look up rows by some indexed unencrypted key first, like a primary key, so that only one row is decrypted at a time.
 
 ## Using an Encrypted Table
 

From 307fc3ad0a574ed602375f7aad4760832e63c80b Mon Sep 17 00:00:00 2001
From: Michel Pelletier <michelp@users.noreply.github.com>
Date: Thu, 10 Aug 2023 09:47:28 -0700
Subject: [PATCH 13/58] Update
 apps/docs/pages/guides/database/column-encryption.mdx

Co-authored-by: Oliver Rice <github@oliverrice.com>
---
 apps/docs/pages/guides/database/column-encryption.mdx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/apps/docs/pages/guides/database/column-encryption.mdx b/apps/docs/pages/guides/database/column-encryption.mdx
index 938ed2ff736..6f4b3a58dc1 100644
--- a/apps/docs/pages/guides/database/column-encryption.mdx
+++ b/apps/docs/pages/guides/database/column-encryption.mdx
@@ -41,7 +41,7 @@ Once you've created an encrypted column, you can insert data into the table like
 
 ![Encrypted data](/docs/img/guides/database/vault-encrypted-data.png)
 
-Note that, as mentioned above, indexing an encrypted column serves no purpose and has a detrimental effect on performance. Indexing encrypted values is not useful since the index needs to store the unencrypted value to be usable, and that would defeat the purpose of storing encrypted data. Do not create indexes on encrypted columns.
+As mentioned above, indexing an encrypted column serves no purpose and has a detrimental effect on performance. Indexing encrypted values is not useful since the index needs to store the unencrypted value to be usable, and that would defeat the purpose of storing encrypted data. Do not create indexes on encrypted columns.
 
 ## Decrypting data
 

From 4734ac6a52a19ae19608fdc6e9b9963c0435cbdb Mon Sep 17 00:00:00 2001
From: Michel Pelletier <michelp@users.noreply.github.com>
Date: Thu, 10 Aug 2023 09:47:44 -0700
Subject: [PATCH 14/58] Update
 apps/docs/pages/guides/database/column-encryption.mdx

Co-authored-by: Oliver Rice <github@oliverrice.com>
---
 apps/docs/pages/guides/database/column-encryption.mdx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/apps/docs/pages/guides/database/column-encryption.mdx b/apps/docs/pages/guides/database/column-encryption.mdx
index 6f4b3a58dc1..d36b9685473 100644
--- a/apps/docs/pages/guides/database/column-encryption.mdx
+++ b/apps/docs/pages/guides/database/column-encryption.mdx
@@ -91,7 +91,7 @@ Notice how there is a new column called `decrypted_secret`. This column is not s
 
 ## Granting API Access to encrypted columns
 
-When you create an encrypted column in the `public` database schema, then that column and the decryption view that is created for it are given _public access via the PostgREST API_. In general it is not recommended to encrypt columns in the public schema, as this adds some additional security considerations that you need to think about, but it is still possible and useful in some cases depending on your level of security comfort. Only you can decide the risks and rewards of making decrypted data available to public API access. It is very strongly recommended that you must protect your public encrypted columns with a Row Level Security (RLS) Policy.
+When you create an encrypted column in the `public` database schema, then that column and the decryption view that is created for it are given _public access via the PostgREST API_. In general it is not recommended to encrypt columns in the public schema, as this adds some additional security considerations that you need to think about, but it is still possible and useful in some cases depending on your level of security comfort. Only you can decide the risks and rewards of making decrypted data available to public API access. It is very strongly recommended that you must protect your public encrypted columns with a [Row Level Security (RLS) Policy](docs/guides/auth/row-level-security).
 
 Even though objects created in the `public` schema default to public access, There is an additional layer of security with pgsodium that must be enabled in order for decryption to work with the PostgREST API. The permissions necessary to call pgsodium functions must be granted to one of the API role that is accessing the public objects.
 

From 1292cd29dc20179475c97e6a77378835312076c2 Mon Sep 17 00:00:00 2001
From: Michel Pelletier <michelp@users.noreply.github.com>
Date: Thu, 10 Aug 2023 09:48:47 -0700
Subject: [PATCH 15/58] Update
 apps/docs/pages/guides/database/column-encryption.mdx

Co-authored-by: Oliver Rice <github@oliverrice.com>
---
 apps/docs/pages/guides/database/column-encryption.mdx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/apps/docs/pages/guides/database/column-encryption.mdx b/apps/docs/pages/guides/database/column-encryption.mdx
index d36b9685473..1734d88a6af 100644
--- a/apps/docs/pages/guides/database/column-encryption.mdx
+++ b/apps/docs/pages/guides/database/column-encryption.mdx
@@ -95,7 +95,7 @@ When you create an encrypted column in the `public` database schema, then that c
 
 Even though objects created in the `public` schema default to public access, There is an additional layer of security with pgsodium that must be enabled in order for decryption to work with the PostgREST API. The permissions necessary to call pgsodium functions must be granted to one of the API role that is accessing the public objects.
 
-There are three roles available for API access with Supabase, The `anon` role represents unauthenticated anonymous users and should _never_ be granted access to pgsodium, you do so at your own risk. The `service_role` which is meant to be used by other services in your system, and whose token should never be exposed publicly, and the `authenticated` role which represents authenticated users who present a valid JWT token and are identified by the system as a known user.
+There are three roles available for API access with Supabase, The `anon` role represents unauthenticated anonymous users and should _never_ be granted access to pgsodium. The `service_role` which is meant to be used by other services in your system, and whose token should never be exposed publicly, and the `authenticated` role which represents authenticated users who present a valid JWT token and are identified by the system as a known user.
 
 By default, only the `service_user` role is granted access to the column encryption functions. If you wish to make encrypted columns available to your authenticated users, then you must run `GRANT pgsodium_keyiduser TO authenticated;` from the Supabase console or logged in as the `postgres` role. This table shows the default permission settings for API roles accessing the pgsodium encryption functions:
 

From d8e07497c635be5e489f910b9d00cba72bb8222d Mon Sep 17 00:00:00 2001
From: egor-romanov <egor.romanov@gmail.com>
Date: Fri, 11 Aug 2023 01:31:37 +0300
Subject: [PATCH 16/58] add link to support form

---
 apps/docs/pages/guides/realtime/postgres-changes.mdx | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/apps/docs/pages/guides/realtime/postgres-changes.mdx b/apps/docs/pages/guides/realtime/postgres-changes.mdx
index 9194b347419..ebf20553d5a 100644
--- a/apps/docs/pages/guides/realtime/postgres-changes.mdx
+++ b/apps/docs/pages/guides/realtime/postgres-changes.mdx
@@ -552,10 +552,12 @@ From our testing and observation of the performance of the polling query, we hav
 | large and above  | ✅      | ✅        | 1,000              | 1                             | 1,000                       | 431              |
 | large and above  | ✅      | ✅        | 5,000              | 0.2 (1 in 5 seconds)          | 1,000                       | 702              |
 
-If you want to use Realtime's Postgres Changes feature you should be aware of these limitations. And if you are planning to use this feature at scale, you should consider using separate table without RLS and filters for the purpose of streaming changes to subscribed clients. Another option is to use it on the server side only and restream the changes to your clients using a Realtime Broadcast because it does not have these limitations.
+If you want to use Realtime's Postgres Changes feature you should be aware of these limitations. And if you are planning to use this feature at scale, you should consider using separate table without RLS and filters for the purpose of streaming changes to subscribed clients. Another option is to use it on the server side only and restream the changes to your clients using a Realtime Broadcast because it does not have these limitations. And don't forget to run your own benchmarks to make sure that the performance is acceptable for your use case.
 
 We have ideas on how to improve Realtime's Postgres Changes in the future. Follow Supabase to stay up to date with the latest news and updates on this feature.
 
+And if you are uncertain about the performance of your use case, please reach out using [Support Form](https://supabase.com/dashboard/support/new) and we will be happy to help you. We have a whole team of engineers that can advise you the solution that will work best for your usage scenario.
+
 ## More Realtime Quickstarts
 
 - [Broadcast Quickstart](/docs/guides/realtime/broadcast)

From e3c5a5c43a25e9420506bbbf9258bbe5a1d236f7 Mon Sep 17 00:00:00 2001
From: Chase Granberry <chase@logflare.app>
Date: Thu, 10 Aug 2023 17:07:03 -0700
Subject: [PATCH 17/58] docs: init some Supavisor docs

---
 .../guides/database/connecting-to-postgres.mdx     | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/apps/docs/pages/guides/database/connecting-to-postgres.mdx b/apps/docs/pages/guides/database/connecting-to-postgres.mdx
index 3b6ba626626..c338d4fb118 100644
--- a/apps/docs/pages/guides/database/connecting-to-postgres.mdx
+++ b/apps/docs/pages/guides/database/connecting-to-postgres.mdx
@@ -51,6 +51,20 @@ Every Supabase project comes with PgBouncer for connection pooling. A connection
   />
 </video>
 
+## Supavisor
+
+Supavisor is a new connection pooler by Supabase. It can provide a more scalable connection pool than PgBouncer, and runs on a highly available cluster not on your database.
+
+This can free up some CPU cycles for your database to use for queries. It also makes connecting to Postgres in a serverless environment much easier.
+
+Using Supavisor for your project should be no different than using PgBouncer.
+
+To use Supavisor [contact support](https://supabase.com/dashboard/support/new) and we will expose the connection string in your project dashboard.
+
+Supavisor is open source and compatible with any Postgres deployment.
+
+Check out [the Github repository](https://github.com/supabase/supavisor).
+
 ## Choosing a connection method
 
 - The Serverless APIs provide programmatic access and have [built-in connection pooling](https://postgrest.org/en/stable/references/connection_pool.html). You can use these for all browser and application interactions. We recommend using these wherever possible.

From 38b1681d3a12d9deca35c6b52de72cf8f3729e97 Mon Sep 17 00:00:00 2001
From: Joshen Lim <joshenlimek@gmail.com>
Date: Fri, 11 Aug 2023 11:14:43 +0800
Subject: [PATCH 18/58] Hide fields in pg bouncer config if supavisor enabled

---
 .../Settings/Database/ConnectionPooling.tsx   | 20 +++++++++++++------
 1 file changed, 14 insertions(+), 6 deletions(-)

diff --git a/studio/components/interfaces/Settings/Database/ConnectionPooling.tsx b/studio/components/interfaces/Settings/Database/ConnectionPooling.tsx
index c477c4e46ae..69eab110073 100644
--- a/studio/components/interfaces/Settings/Database/ConnectionPooling.tsx
+++ b/studio/components/interfaces/Settings/Database/ConnectionPooling.tsx
@@ -34,6 +34,7 @@ const ConnectionPooling = () => {
     'ignore_startup_parameters',
     'pool_mode',
     'pgbouncer_enabled',
+    'supavisor_enabled',
     'max_client_conn',
     'connectionString',
   ]
@@ -109,6 +110,7 @@ interface ConfigProps {
     pgbouncer_enabled: boolean
     max_client_conn: number
     connectionString: string
+    supavisor_enabled: boolean
   }
   connectionInfo: {
     db_host: string
@@ -127,6 +129,8 @@ export const PgbouncerConfig = ({ projectRef, bouncerInfo, connectionInfo }: Con
     'projects'
   )
 
+  console.log({ bouncerInfo })
+
   const [updates, setUpdates] = useState({
     pool_mode: bouncerInfo.pool_mode || 'transaction',
     default_pool_size: bouncerInfo.default_pool_size || undefined,
@@ -232,12 +236,16 @@ export const PgbouncerConfig = ({ projectRef, bouncerInfo, connectionInfo }: Con
                   .
                 </p>
               </div>
-              <Divider light />
-              <AutoField name="ignore_startup_parameters" />
-              <Divider light />
-              <AutoField name="max_client_conn" />
-              <Divider light />
-              <AutoField name="default_pool_size" />
+              {!bouncerInfo.supavisor_enabled && (
+                <>
+                  <Divider light />
+                  <AutoField name="ignore_startup_parameters" />
+                  <Divider light />
+                  <AutoField name="max_client_conn" />
+                  <Divider light />
+                  <AutoField name="default_pool_size" />
+                </>
+              )}
             </>
           )}
           <Divider light />

From 91f8673630879a3e38ffc385dbbc904364968aee Mon Sep 17 00:00:00 2001
From: Joshen Lim <joshenlimek@gmail.com>
Date: Fri, 11 Aug 2023 11:15:05 +0800
Subject: [PATCH 19/58] remove console

---
 .../interfaces/Settings/Database/ConnectionPooling.tsx          | 2 --
 1 file changed, 2 deletions(-)

diff --git a/studio/components/interfaces/Settings/Database/ConnectionPooling.tsx b/studio/components/interfaces/Settings/Database/ConnectionPooling.tsx
index 69eab110073..64482db4edc 100644
--- a/studio/components/interfaces/Settings/Database/ConnectionPooling.tsx
+++ b/studio/components/interfaces/Settings/Database/ConnectionPooling.tsx
@@ -129,8 +129,6 @@ export const PgbouncerConfig = ({ projectRef, bouncerInfo, connectionInfo }: Con
     'projects'
   )
 
-  console.log({ bouncerInfo })
-
   const [updates, setUpdates] = useState({
     pool_mode: bouncerInfo.pool_mode || 'transaction',
     default_pool_size: bouncerInfo.default_pool_size || undefined,

From 9a759d1071cfd53c14918e2a1826cecb6bd60ab8 Mon Sep 17 00:00:00 2001
From: Joshen Lim <joshenlimek@gmail.com>
Date: Fri, 11 Aug 2023 11:18:31 +0800
Subject: [PATCH 20/58] Temp check supavisor_enabled from connectionString

---
 .../interfaces/Settings/Database/ConnectionPooling.tsx    | 8 +++++++-
 1 file changed, 7 insertions(+), 1 deletion(-)

diff --git a/studio/components/interfaces/Settings/Database/ConnectionPooling.tsx b/studio/components/interfaces/Settings/Database/ConnectionPooling.tsx
index 64482db4edc..a3e1317f30e 100644
--- a/studio/components/interfaces/Settings/Database/ConnectionPooling.tsx
+++ b/studio/components/interfaces/Settings/Database/ConnectionPooling.tsx
@@ -89,7 +89,13 @@ const ConnectionPooling = () => {
           ) : (
             <PgbouncerConfig
               projectRef={projectRef}
-              bouncerInfo={bouncerInfo}
+              // [Joshen TODO] remove this check once API PR has been deployed:
+              // https://github.com/supabase/infrastructure/pull/14173
+              bouncerInfo={{
+                ...bouncerInfo,
+                supavisor_enabled:
+                  poolingConfiguration.connectionString.includes('pooler.supabase.com'),
+              }}
               connectionInfo={connectionInfo}
             />
           )}

From d541b224e5e4466e02a4b8a49dd723fe7e8c089e Mon Sep 17 00:00:00 2001
From: Div Arora <root@darora.com>
Date: Fri, 11 Aug 2023 13:00:52 +0800
Subject: [PATCH 21/58] chore: update network restriction limitations re:
 supavisor

---
 apps/docs/pages/guides/platform/network-restrictions.mdx | 1 +
 1 file changed, 1 insertion(+)

diff --git a/apps/docs/pages/guides/platform/network-restrictions.mdx b/apps/docs/pages/guides/platform/network-restrictions.mdx
index 8d7fe089fcb..cb86b8008fd 100644
--- a/apps/docs/pages/guides/platform/network-restrictions.mdx
+++ b/apps/docs/pages/guides/platform/network-restrictions.mdx
@@ -68,6 +68,7 @@ Restrictions applied successfully: true
 
 - The current iteration of Network Restrictions applies to connections to Postgres and PgBouncer and doesn't currently apply to APIs offered over HTTPS (e.g., PostgREST, Storage, and Auth).
 - Network Restrictions should not be used if you need to connect to your Postgres database using Edge Functions.
+- [Supavisor](https://github.com/supabase/supavisor/) does not currently support Network Restrictions.
 
 export const Page = ({ children }) => <Layout meta={meta} children={children} />
 

From f74241c38967a91832f9102fe07b05bfde56c41e Mon Sep 17 00:00:00 2001
From: delgado3d <27228526+delgado3d@users.noreply.github.com>
Date: Fri, 11 Aug 2023 10:52:37 +0530
Subject: [PATCH 22/58] chore: network restrictions limitations for supavisor
 in studio

---
 .../Database/NetworkRestrictions/AddRestrictionModal.tsx      | 4 ++--
 .../Database/NetworkRestrictions/DisallowAllModal.tsx         | 4 ++--
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/studio/components/interfaces/Settings/Database/NetworkRestrictions/AddRestrictionModal.tsx b/studio/components/interfaces/Settings/Database/NetworkRestrictions/AddRestrictionModal.tsx
index 383ddf4bf1a..ae3b84e5135 100644
--- a/studio/components/interfaces/Settings/Database/NetworkRestrictions/AddRestrictionModal.tsx
+++ b/studio/components/interfaces/Settings/Database/NetworkRestrictions/AddRestrictionModal.tsx
@@ -125,8 +125,8 @@ const AddRestrictionModal = ({
                     your database. Only IPv4 addresses are supported at the moment.
                   </p>
                   <InformationBox
-                    title="Note: Restrictions only apply to your database and PgBouncer"
-                    description="They do not currently apply to Supabase services such as PostgREST, Storage, or Authentication"
+                    title="Note: Restrictions only apply to direct connections to your database and PgBouncer"
+                    description="They do not currently apply to Supavisor and to APIs offered over HTTPS, such as PostgREST, Storage, or Authentication"
                   />
                   <div className="flex space-x-4">
                     <div className="w-[55%]">
diff --git a/studio/components/interfaces/Settings/Database/NetworkRestrictions/DisallowAllModal.tsx b/studio/components/interfaces/Settings/Database/NetworkRestrictions/DisallowAllModal.tsx
index 6a7d3b86aa9..3f39e6e30b8 100644
--- a/studio/components/interfaces/Settings/Database/NetworkRestrictions/DisallowAllModal.tsx
+++ b/studio/components/interfaces/Settings/Database/NetworkRestrictions/DisallowAllModal.tsx
@@ -37,8 +37,8 @@ const DisallowAllModal = ({ visible, onClose }: DisallowAllModalProps) => {
           <InformationBox
             defaultVisibility
             hideCollapse
-            title="Note: Restrictions only apply to your database and PgBouncer"
-            description="They do not currently apply to APIs offered over HTTPS, such as PostgREST, Storage, or Authentication"
+            title="Note: Restrictions only apply to direct connections to your database and PgBouncer"
+            description="They do not currently apply to Supavisor and to APIs offered over HTTPS, such as PostgREST, Storage, or Authentication"
           />
         </div>
       </Modal.Content>

From 894388f5e7174a739ed8f8a1187150f73d69ba99 Mon Sep 17 00:00:00 2001
From: Joshen Lim <joshenlimek@gmail.com>
Date: Fri, 11 Aug 2023 14:21:12 +0800
Subject: [PATCH 23/58] Show warning in pg bouncer logs if supa visor is
 enabled

---
 .../DatabaseSettings/DatabaseSettings.tsx     |  9 ++---
 .../Settings/Logs/LogsPreviewer.tsx           | 38 +++++++++---------
 .../database/pooling-configuration-query.ts   |  1 +
 .../project/[ref]/logs/pgbouncer-logs.tsx     | 40 ++++++++++++++-----
 4 files changed, 53 insertions(+), 35 deletions(-)

diff --git a/studio/components/interfaces/Settings/Database/DatabaseSettings/DatabaseSettings.tsx b/studio/components/interfaces/Settings/Database/DatabaseSettings/DatabaseSettings.tsx
index c3088075d1c..e6ab31bea7b 100644
--- a/studio/components/interfaces/Settings/Database/DatabaseSettings/DatabaseSettings.tsx
+++ b/studio/components/interfaces/Settings/Database/DatabaseSettings/DatabaseSettings.tsx
@@ -1,13 +1,12 @@
-import { FC } from 'react'
+import { useParams, useTelemetryProps } from 'common'
 import { useRouter } from 'next/router'
 import { Input, Tabs } from 'ui'
-import { pluckObjectFields } from 'lib/helpers'
-import { useProjectSettingsQuery } from 'data/config/project-settings-query'
 
-import { useParams, useTelemetryProps } from 'common'
-import Telemetry from 'lib/telemetry'
 import Panel from 'components/ui/Panel'
 import ShimmeringLoader from 'components/ui/ShimmeringLoader'
+import { useProjectSettingsQuery } from 'data/config/project-settings-query'
+import { pluckObjectFields } from 'lib/helpers'
+import Telemetry from 'lib/telemetry'
 import ResetDbPassword from './ResetDbPassword'
 
 const DatabaseSettings = () => {
diff --git a/studio/components/interfaces/Settings/Logs/LogsPreviewer.tsx b/studio/components/interfaces/Settings/Logs/LogsPreviewer.tsx
index 31b29ad9f8e..c04c02ec5d4 100644
--- a/studio/components/interfaces/Settings/Logs/LogsPreviewer.tsx
+++ b/studio/components/interfaces/Settings/Logs/LogsPreviewer.tsx
@@ -1,29 +1,28 @@
-import React, { useEffect, useState } from 'react'
+import { useParams } from 'common'
 import { useRouter } from 'next/router'
-import { IconRewind, Button } from 'ui'
+import { PropsWithChildren, useEffect, useState } from 'react'
+import { Button, IconRewind } from 'ui'
 
 import {
+  Filters,
+  LogEventChart,
+  LogSearchCallback,
   LogTable,
   LogTemplate,
-  TEMPLATES,
-  LogSearchCallback,
   LogsTableName,
   QueryType,
-  LogEventChart,
-  Filters,
+  TEMPLATES,
   ensureNoTimestampConflict,
   maybeShowUpgradePrompt,
 } from 'components/interfaces/Settings/Logs'
-import useLogsPreview from 'hooks/analytics/useLogsPreview'
 import PreviewFilterPanel from 'components/interfaces/Settings/Logs/PreviewFilterPanel'
-
-import { LOGS_TABLES } from './Logs.constants'
-import ShimmerLine from 'components/ui/ShimmerLine'
 import LoadingOpacity from 'components/ui/LoadingOpacity'
-import { useUpgradePrompt } from 'hooks/misc/useUpgradePrompt'
-import UpgradePrompt from './UpgradePrompt'
-import { useParams } from 'common/hooks'
+import ShimmerLine from 'components/ui/ShimmerLine'
 import { useProjectSubscriptionV2Query } from 'data/subscriptions/project-subscription-v2-query'
+import useLogsPreview from 'hooks/analytics/useLogsPreview'
+import { useUpgradePrompt } from 'hooks/misc/useUpgradePrompt'
+import { LOGS_TABLES } from './Logs.constants'
+import UpgradePrompt from './UpgradePrompt'
 
 /**
  * Acts as a container component for the entire log display
@@ -35,20 +34,21 @@ import { useProjectSubscriptionV2Query } from 'data/subscriptions/project-subscr
  * - `s` for search query.
  * - `te` for timestamp start value.
  */
-interface Props {
+interface LogsPreviewerProps {
   projectRef: string
   queryType: QueryType
   filterOverride?: Filters
   condensedLayout?: boolean
   tableName?: LogsTableName
 }
-export const LogsPreviewer: React.FC<Props> = ({
+export const LogsPreviewer = ({
   projectRef,
   queryType,
   filterOverride,
   condensedLayout = false,
   tableName,
-}) => {
+  children,
+}: PropsWithChildren<LogsPreviewerProps>) => {
   const router = useRouter()
   const { s, ite, its } = useParams()
   const [showChart, setShowChart] = useState(true)
@@ -191,6 +191,7 @@ export const LogsPreviewer: React.FC<Props> = ({
         isShowingEventChart={showChart}
         onToggleEventChart={() => setShowChart(!showChart)}
       />
+      {children}
       <div
         className={
           'transition-all duration-500 ' +
@@ -240,10 +241,7 @@ export const LogsPreviewer: React.FC<Props> = ({
               Load older
             </Button>
             <div className="flex flex-row justify-end mt-2">
-              <UpgradePrompt
-                show={showUpgradePrompt}
-                setShowUpgradePrompt={setShowUpgradePrompt}
-              />
+              <UpgradePrompt show={showUpgradePrompt} setShowUpgradePrompt={setShowUpgradePrompt} />
             </div>
           </div>
         )}
diff --git a/studio/data/database/pooling-configuration-query.ts b/studio/data/database/pooling-configuration-query.ts
index 348cb639a98..61ef636fc75 100644
--- a/studio/data/database/pooling-configuration-query.ts
+++ b/studio/data/database/pooling-configuration-query.ts
@@ -21,6 +21,7 @@ export type PoolingConfiguration = {
   inserted_at: string
   max_client_conn: number | null
   pgbouncer_enabled: boolean
+  supavisor_enabled?: boolean
   pgbouncer_status: string
   pool_mode: string
   connectionString: string
diff --git a/studio/pages/project/[ref]/logs/pgbouncer-logs.tsx b/studio/pages/project/[ref]/logs/pgbouncer-logs.tsx
index 6d257379b45..17a449d1579 100644
--- a/studio/pages/project/[ref]/logs/pgbouncer-logs.tsx
+++ b/studio/pages/project/[ref]/logs/pgbouncer-logs.tsx
@@ -1,14 +1,22 @@
-import React from 'react'
-import { useRouter } from 'next/router'
-import { observer } from 'mobx-react-lite'
-import { LogsLayout } from 'components/layouts'
-import LogsPreviewer from 'components/interfaces/Settings/Logs/LogsPreviewer'
-import { NextPageWithLayout } from 'types'
+import { useParams } from 'common'
+import { AlertDescription_Shadcn_, AlertTitle_Shadcn_, Alert_Shadcn_, IconAlertCircle } from 'ui'
+
 import { LogsTableName } from 'components/interfaces/Settings/Logs'
+import LogsPreviewer from 'components/interfaces/Settings/Logs/LogsPreviewer'
+import { LogsLayout } from 'components/layouts'
+import { usePoolingConfigurationQuery } from 'data/database/pooling-configuration-query'
+import { NextPageWithLayout } from 'types'
 
 export const LogPage: NextPageWithLayout = () => {
-  const router = useRouter()
-  const { ref } = router.query
+  const { ref } = useParams()
+  const { data: poolingConfiguration } = usePoolingConfigurationQuery({
+    projectRef: ref ?? 'default',
+  })
+
+  const isSupavisorEnabled =
+    poolingConfiguration?.supavisor_enabled ??
+    poolingConfiguration?.connectionString.includes('pooler.supabase.com') ??
+    false
 
   return (
     <LogsPreviewer
@@ -16,10 +24,22 @@ export const LogPage: NextPageWithLayout = () => {
       condensedLayout={true}
       tableName={LogsTableName.PGBOUNCER}
       queryType="pgbouncer"
-    />
+    >
+      {isSupavisorEnabled && (
+        <div className="px-4 pt-4">
+          <Alert_Shadcn_ variant="warning">
+            <IconAlertCircle />
+            <AlertTitle_Shadcn_>Supavisor logs are not available yet</AlertTitle_Shadcn_>
+            <AlertDescription_Shadcn_>
+              Your project currently has Supavisor enabled, which logs are currently unavailable.
+            </AlertDescription_Shadcn_>
+          </Alert_Shadcn_>
+        </div>
+      )}
+    </LogsPreviewer>
   )
 }
 
 LogPage.getLayout = (page) => <LogsLayout title="Database">{page}</LogsLayout>
 
-export default observer(LogPage)
+export default LogPage

From c14ec50c8363ee349d57de43be96b1023fcfedc5 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Kevin=20Gr=C3=BCneberg?= <k.grueneberg1994@gmail.com>
Date: Fri, 11 Aug 2023 09:28:39 +0200
Subject: [PATCH 24/58] fix: React warnings / alert layout downgrade modal

---
 .../Subscription/Tier/ExitSurveyModal.tsx     |  2 +
 .../PaymentMethods/PaymentMethods.tsx         |  5 +-
 .../Subscription/DowngradeModal.tsx           | 49 ++++++++++---------
 3 files changed, 32 insertions(+), 24 deletions(-)

diff --git a/studio/components/interfaces/BillingV2/Subscription/Tier/ExitSurveyModal.tsx b/studio/components/interfaces/BillingV2/Subscription/Tier/ExitSurveyModal.tsx
index 533fb0bd8ac..42afe0be7ca 100644
--- a/studio/components/interfaces/BillingV2/Subscription/Tier/ExitSurveyModal.tsx
+++ b/studio/components/interfaces/BillingV2/Subscription/Tier/ExitSurveyModal.tsx
@@ -118,6 +118,8 @@ const ExitSurveyModal = ({ visible, onClose }: ExitSurveyModalProps) => {
     window.scrollTo({ top: 0, left: 0, behavior: 'smooth' })
   }
 
+  if (!visible) return null
+
   return (
     <>
       <div className="self-center">
diff --git a/studio/components/interfaces/Organization/BillingSettingsV2/PaymentMethods/PaymentMethods.tsx b/studio/components/interfaces/Organization/BillingSettingsV2/PaymentMethods/PaymentMethods.tsx
index 92cba91045c..7d41f38ccae 100644
--- a/studio/components/interfaces/Organization/BillingSettingsV2/PaymentMethods/PaymentMethods.tsx
+++ b/studio/components/interfaces/Organization/BillingSettingsV2/PaymentMethods/PaymentMethods.tsx
@@ -185,10 +185,13 @@ const PaymentMethods = () => {
                                       ]}
                                     >
                                       <Button
+                                        asChild
                                         type="outline"
                                         icon={<IconMoreHorizontal />}
                                         className="hover:border-gray-500 px-1"
-                                      />
+                                      >
+                                        <span />
+                                      </Button>
                                     </Dropdown>
                                   ) : null}
                                 </div>
diff --git a/studio/components/interfaces/Organization/BillingSettingsV2/Subscription/DowngradeModal.tsx b/studio/components/interfaces/Organization/BillingSettingsV2/Subscription/DowngradeModal.tsx
index 073d71f5c03..279af3b3dce 100644
--- a/studio/components/interfaces/Organization/BillingSettingsV2/Subscription/DowngradeModal.tsx
+++ b/studio/components/interfaces/Organization/BillingSettingsV2/Subscription/DowngradeModal.tsx
@@ -51,16 +51,32 @@ const DowngradeModal = ({
     >
       <Modal.Content>
         <div className="py-6">
-          <Alert
-            withIcon
-            variant="warning"
-            title="Downgrading to the free plan will lead to reductions in your organization's quota"
-          >
-            <p>
-              If you're already past the limits of the free plan, your projects could become
-              unresponsive or enter read only mode.
-            </p>
-          </Alert>
+          <div className="space-y-2">
+            <Alert
+              withIcon
+              variant="warning"
+              title="Downgrading to the free plan will lead to reductions in your organization's quota"
+            >
+              <p>
+                If you're already past the limits of the free plan, your projects could become
+                unresponsive or enter read only mode.
+              </p>
+            </Alert>
+
+            {(subscription?.project_addons.length ?? 0) > 0 && (
+              <Alert
+                title={`A total of ${subscription?.project_addons.length} project(s) will be affected from the downgrade`}
+                variant="warning"
+                withIcon
+              >
+                <ul className="space-y-1 max-h-[100px] overflow-y-auto">
+                  {subscription?.project_addons.map((project) => (
+                    <ProjectDowngradeListItem key={project.ref} projectAddon={project} />
+                  ))}
+                </ul>
+              </Alert>
+            )}
+          </div>
 
           <ul className="mt-4 space-y-5 text-sm">
             <li className="flex gap-3">
@@ -77,19 +93,6 @@ const DowngradeModal = ({
                 </div>
                 <span>Add ons from all projects under this organization will be removed.</span>
               </div>
-              {(subscription?.project_addons.length ?? 0) > 0 && (
-                <Alert
-                  title={`A total of ${subscription?.project_addons.length} project(s) will be affected from the downgrade`}
-                  variant="warning"
-                  withIcon
-                >
-                  <ul className="space-y-1 max-h-[100px] overflow-y-auto">
-                    {subscription?.project_addons.map((project) => (
-                      <ProjectDowngradeListItem key={project.ref} projectAddon={project} />
-                    ))}
-                  </ul>
-                </Alert>
-              )}
             </li>
 
             <li className="flex gap-3">

From 46934dc406a1436f809c1b365bde92c90a53bc68 Mon Sep 17 00:00:00 2001
From: Copple <10214025+kiwicopple@users.noreply.github.com>
Date: Fri, 11 Aug 2023 10:20:34 +0200
Subject: [PATCH 25/58] Update
 apps/docs/pages/guides/database/connecting-to-postgres.mdx

---
 apps/docs/pages/guides/database/connecting-to-postgres.mdx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/apps/docs/pages/guides/database/connecting-to-postgres.mdx b/apps/docs/pages/guides/database/connecting-to-postgres.mdx
index c338d4fb118..2140019c23b 100644
--- a/apps/docs/pages/guides/database/connecting-to-postgres.mdx
+++ b/apps/docs/pages/guides/database/connecting-to-postgres.mdx
@@ -57,7 +57,7 @@ Supavisor is a new connection pooler by Supabase. It can provide a more scalable
 
 This can free up some CPU cycles for your database to use for queries. It also makes connecting to Postgres in a serverless environment much easier.
 
-Using Supavisor for your project should be no different than using PgBouncer.
+We're building compatibility with PgBouncer. It won't require any application changes to switch from PgBouncer to Supavisor.
 
 To use Supavisor [contact support](https://supabase.com/dashboard/support/new) and we will expose the connection string in your project dashboard.
 

From 0353ff8b59513d7e081a4865bd66875838b9f1e8 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Ramiro=20Nu=C3=B1ez=20Dosio?= <ramiro@supabase.io>
Date: Fri, 11 Aug 2023 11:01:41 +0100
Subject: [PATCH 26/58] D5 - Community

---
 ...-11-launch-week-8-community-highlights.mdx | 111 ++++++++++++++++++
 1 file changed, 111 insertions(+)
 create mode 100644 apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx

diff --git a/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx b/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx
new file mode 100644
index 00000000000..3f4c4010c3f
--- /dev/null
+++ b/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx
@@ -0,0 +1,111 @@
+---
+title: 'Launch Week 8 Community Highlights'
+description: WIP.
+launchweek: 8
+tags:
+  - launch-week
+date: '2023-08-11'
+published_at:
+toc_depth: 3
+author: paul_copplestone
+image: WIP
+thumb: WIP
+---
+
+
+## Ecosystem partners
+
+We’ve seen a lot of new partners and big updates in the ecosystem since our last Launch Week. Here are a few of the highlights.
+
+### Integrations Marketplace
+
+We’ve been running our Integrations Marketplace in “stealth mode” for about a year now, and has now grown to [over 60 integrations](https://supabase.com/partners/integrations). In the last couple of months we’ve added amazing products like [N8N](https://supabase.com/partners/integrations/n8n), [Passage by 1 Password](https://supabase.com/partners/integrations/passageidentity), [Refine](https://supabase.com/partners/integrations/refine_dev). This Launch Week we’ve made it easy to [build an integration](https://supabase.com/docs/guides/platform/oauth-apps/build-a-supabase-integration#create-an-oauth-app) using OAuth2 and the Management API in the new [Supabase Integrations Marketplace](https://supabase.com/blog/supabase-integrations-marketplace). We've started with a few partners to help us build and test the OAuth functionality, including [Cloudflare](https://supabase.com/partners/integrations/cloudflare-workers), [Resend](https://supabase.com/partners/integrations/resend), [Snaplet](https://supabase.com/partners/integrations/snaplet), [Trigger.dev](https://supabase.com/partners/integrations/triggerdotdev), [Windmill](https://supabase.com/partners/integrations/vercel), and [Vercel](https://supabase.com/partners/integrations/windmill).
+
+### pgvector
+
+[pgvector](github.com/pgvector/pgvector/) adds vector capabilities to Postgres. We continue to work with the pgvector creator, [Andrew Kane](https://twitter.com/andrewkane), and others contributing to the project. In the past few months we’ve added robust benchmarks to show how to [scale your ivfflat workloads](https://supabase.com/blog/pgvector-performance) and established guidance on the [best models](https://supabase.com/blog/fewer-dimensions-are-better-pgvector) to use with pgvectors. With v0.5.0 coming soon, we’re extremely excited about the improved HNSW index. Performance and recall improvement are looking [significantly better](https://jkatz05.com/post/postgres/pgvector-hnsw-performance/) than the current ivfflat index in pgvector.
+
+### PostgREST
+
+Last month we rolled out support across the platform [PostgREST 11.1](https://supabase.com/blog/postgrest-11-1-release). A huge shoutout to [Steve Chavez](https://twitter.com/_steve_chavez) for his continued support as the primary maintainer of the project. [PostgREST 11.2](https://github.com/PostgREST/postgrest/releases/tag/v11.2.0) was released yesterday, adding [Domain Representations](https://postgrest.org/en/v11.2/references/api/domain_representations.html), and we’ll roll it out to platform soon.
+
+### LlamaIndex
+
+In one of the most community-driven contributions ever, a tweet from [us](https://twitter.com/kiwicopple/status/1664377669935349760?s=20), and a tweet from [LlamaIndex](https://twitter.com/jerryjliu0/status/1664413942045904896), led to a contribution from [a16z](https://twitter.com/stuffyokodraws/status/1664532449815302145?s=20). And a few days later we had a [Supabase Vector Store implementation in LlamaIndex](https://gpt-index.readthedocs.io/en/stable/examples/vector_stores/SupabaseVectorIndexDemo.html).
+
+### Transloadit
+
+The team at Transloadit are commited to building an open protocol for resumable uploads, to make it the standard for file uploads on the internet. We used two of their [tus-node-server](https://github.com/tus/tus-node-server/) for our recent [updates to Storage](https://supabase.com/blog/storage-v3-resumable-uploads), and contributed back a few important changes as a result. **[Check out their post about our collaboration](https://transloadit.com/blog/2023/08/casestudy-supabase/)**
+
+### Mozilla
+
+We are huge fans of Mozilla at Supabase, so it was an honour when chose [Supabase Vector](https://supabase.com/vector) to build AI Help, a ChatGPT-like interface to the most popular developer docs on the internet: **[MDN](https://developer.mozilla.org/en-US/)**. [Learn more in their official announcement](https://developer.mozilla.org/en-US/blog/introducing-ai-help/).
+
+## Framework support
+
+### Next.js Supabase Starter template
+
+We added support for Next.js 13’s App router, including Cookie-based Auth; Nicely styled authentication form with Tailwind CSS; Examples for Client Components, Server Components, Route Handlers, and Server Actions; and - of course - 100% TypeScript. Get started with one simple command:
+
+```bash
+npx create-next-app -e with-supabase
+```
+
+### Nuxt Supabase module
+
+The team at Nuxt [added support](https://twitter.com/_larbish/status/1687044609522778112) for the PKCE Auth Flow in their [Supabase x Nuxt module](https://supabase.nuxtjs.org/), making it even more secure. This module is a simple wrapper around [supabase-js](https://github.com/supabase/supabase-js) to enable usage and integration within Nuxt.
+
+### Tamagui Takeout
+
+The Tamagui team launched [TakeOut](https://tamagui.dev/takeout), a web and mobile starter that takes featuring everything you need to launch - including a nice backend, powered by Supabase.
+
+### PowerSync
+
+The team at PowerSync just dropped [an (extremely attractive) integration](https://docs.powersync.co/integration-guides/supabase-+-powersync) for building offline-first Flutter apps. This uses Postgres’ built-in Publication functionality to track changes, which are then synced to an offline cache.
+
+## State of the community
+
+### Stack Overflow Survey
+![IMAGE GOES HERE]()
+
+This was the first year that Supabase appeared on the Stack Overflow survey for [Databases](https://survey.stackoverflow.co/2023/#most-popular-technologies-database) as the 17th “most used”. As a bonus, Postgres took the #1 spot for the first time, and we hope we can continue to contribute to that trend.
+
+### Community Meetups
+
+![IMAGE GOES HERE]()
+
+Supabase started as a remote company, and almost everything we’ve done so far has been digital. This Launch Week added in-person meetups throughout the world, 100% organized by the community. We had meetups in 5 countries, with hundreds of attendees across the world. It has been a successful experiment, something we’ll keep for next time. Thanks to Fatuma, Isheanesu, Daniel, Philip, and Thor for organizing!
+
+### Modern Full Stack
+
+Probably the most comprehensive Supabase resource on the internet, the team at Modern Full Stack just released a 7 chapter, 21 lesson [course on Supabase](https://modernfullstack.com/course/mfs401). The course includes:
+
+1. **Supabase Foundations**
+2. **Supabase Authentication**
+3. **A Masterclass on Supabase Databases**
+4. **Exploring the Supabase Storage API**
+5. **Supabase Realtime**
+6. **Unleashing Supabase’s Edge Functions**
+7. **Achieving Mastery of Supabase**
+
+[Get started with Modern Full Stack.](https://modernfullstack.com/course/mfs401)
+
+### EggHead: Build a 𝕏witter clone
+
+Our very own (and very talented) [Jon Meyers](https://twitter.com/jonmeyers_io) has released a new EggHead course that steps you through the process of creating a [Twitter clone with Next.js App Router and Supabase](https://egghead.io/courses/build-a-twitter-clone-with-the-next-js-app-router-and-supabase-19bebadb). The course includes:
+
+1. Cookie-based Auth
+2. Generating Typescript definitions from your PostgreSQL schema
+- Tailwind CSS
+- Optimistic UI
+- Realtime subscriptions
+
+[Get started on EggHead.](https://egghead.io/courses/build-a-twitter-clone-with-the-next-js-app-router-and-supabase-19bebadb)
+
+## Contributors
+
+We also want to highlight all the humans who have made meaningful contributions to the Supabase ecosystem since our last Launch Week:
+
+- We’ve continued growing our [community maintainers](https://github.com/orgs/supabase-community/teams), with a particular focus on Mobile. We now have docs for [Swift](https://supabase.com/docs/reference/swift/introduction) and [Kotlin](https://supabase.com/docs/reference/kotlin/introduction).
+- [kamilogorek](https://github.com/kamilogorek) and [adiologydev](https://github.com/adiologydev) for integrating Schema Visualizer into the Studio. And another shoutout to the legend, [Zernonia](https://twitter.com/zernonia), for providing the inspiration for this great new feature!
+- As always, a big shoutout to [Gary](https://github.com/GaryAustin1) and [Olyno](https://github.com/olyno) - official moderators of our [Discord](https://discord.supabase.com/) and overall incredibly helpful people. The community would not be the same without them.

From 7833243fccd7289f8434d4e9be8f7ab5c080003f Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Ramiro=20Nu=C3=B1ez=20Dosio?= <ramiro@supabase.io>
Date: Fri, 11 Aug 2023 11:20:55 +0100
Subject: [PATCH 27/58] Added images.

---
 ...8-11-launch-week-8-community-highlights.mdx |  13 +++++++------
 .../community-highlights-OG.jpg                | Bin 0 -> 51826 bytes
 .../community-highlights-thumbs.jpg            | Bin 0 -> 39957 bytes
 .../day-5-community/launch-week-8-meetups.png  | Bin 0 -> 427785 bytes
 .../day-5-community/stack-overflow-survey.png  | Bin 0 -> 172692 bytes
 5 files changed, 7 insertions(+), 6 deletions(-)
 create mode 100644 apps/www/public/images/blog/launch-week-8/day-5-community/community-highlights-OG.jpg
 create mode 100644 apps/www/public/images/blog/launch-week-8/day-5-community/community-highlights-thumbs.jpg
 create mode 100644 apps/www/public/images/blog/launch-week-8/day-5-community/launch-week-8-meetups.png
 create mode 100644 apps/www/public/images/blog/launch-week-8/day-5-community/stack-overflow-survey.png

diff --git a/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx b/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx
index 3f4c4010c3f..45db730f0f6 100644
--- a/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx
+++ b/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx
@@ -8,8 +8,8 @@ date: '2023-08-11'
 published_at:
 toc_depth: 3
 author: paul_copplestone
-image: WIP
-thumb: WIP
+image: launch-week-8/day-5-community/community-highlights-OG.jpg
+thumb: launch-week-8/day-5-community/community-highlights-thumbs.jpg
 ---
 
 
@@ -35,11 +35,11 @@ In one of the most community-driven contributions ever, a tweet from [us](https:
 
 ### Transloadit
 
-The team at Transloadit are commited to building an open protocol for resumable uploads, to make it the standard for file uploads on the internet. We used two of their [tus-node-server](https://github.com/tus/tus-node-server/) for our recent [updates to Storage](https://supabase.com/blog/storage-v3-resumable-uploads), and contributed back a few important changes as a result. **[Check out their post about our collaboration](https://transloadit.com/blog/2023/08/casestudy-supabase/)**
+The team at Transloadit are committed to building an open protocol for resumable uploads, to make it the standard for file uploads on the internet. We used two of their [tus-node-server](https://github.com/tus/tus-node-server/) for our recent [updates to Storage](https://supabase.com/blog/storage-v3-resumable-uploads), and contributed back a few important changes as a result. **[Check out their post about our collaboration](https://transloadit.com/blog/2023/08/casestudy-supabase/)**
 
 ### Mozilla
 
-We are huge fans of Mozilla at Supabase, so it was an honour when chose [Supabase Vector](https://supabase.com/vector) to build AI Help, a ChatGPT-like interface to the most popular developer docs on the internet: **[MDN](https://developer.mozilla.org/en-US/)**. [Learn more in their official announcement](https://developer.mozilla.org/en-US/blog/introducing-ai-help/).
+We are huge fans of Mozilla at Supabase, so it was an honor when chose [Supabase Vector](https://supabase.com/vector) to build AI Help, a ChatGPT-like interface to the most popular developer docs on the internet: **[MDN](https://developer.mozilla.org/en-US/)**. [Learn more in their official announcement](https://developer.mozilla.org/en-US/blog/introducing-ai-help/).
 
 ## Framework support
 
@@ -66,13 +66,14 @@ The team at PowerSync just dropped [an (extremely attractive) integration](https
 ## State of the community
 
 ### Stack Overflow Survey
-![IMAGE GOES HERE]()
+
+![Stack Overflow Survey](apps/www/public/images/blog/launch-week-8/day-5-community/stack-overflow-survey.png)
 
 This was the first year that Supabase appeared on the Stack Overflow survey for [Databases](https://survey.stackoverflow.co/2023/#most-popular-technologies-database) as the 17th “most used”. As a bonus, Postgres took the #1 spot for the first time, and we hope we can continue to contribute to that trend.
 
 ### Community Meetups
 
-![IMAGE GOES HERE]()
+![Community Meetups](/images/blog/launch-week-8/day-5-community/launch-week-8-meetups.png)
 
 Supabase started as a remote company, and almost everything we’ve done so far has been digital. This Launch Week added in-person meetups throughout the world, 100% organized by the community. We had meetups in 5 countries, with hundreds of attendees across the world. It has been a successful experiment, something we’ll keep for next time. Thanks to Fatuma, Isheanesu, Daniel, Philip, and Thor for organizing!
 
diff --git a/apps/www/public/images/blog/launch-week-8/day-5-community/community-highlights-OG.jpg b/apps/www/public/images/blog/launch-week-8/day-5-community/community-highlights-OG.jpg
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diff --git a/apps/www/public/images/blog/launch-week-8/day-5-community/launch-week-8-meetups.png b/apps/www/public/images/blog/launch-week-8/day-5-community/launch-week-8-meetups.png
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From 7fb7ac5c41849c3975d3cb7bf6411e30fb9360b2 Mon Sep 17 00:00:00 2001
From: TzeYiing <ty@tzeyiing.com>
Date: Fri, 11 Aug 2023 18:48:50 +0800
Subject: [PATCH 28/58] chore: prettier

---
 apps/docs/pages/guides/cli/local-development.mdx | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/apps/docs/pages/guides/cli/local-development.mdx b/apps/docs/pages/guides/cli/local-development.mdx
index 161d08a73e1..2ca4caf7dfd 100644
--- a/apps/docs/pages/guides/cli/local-development.mdx
+++ b/apps/docs/pages/guides/cli/local-development.mdx
@@ -428,7 +428,9 @@ supabase db remote commit --schema auth
 Local logs rely on the Supabase Analytics Server, and are available in the Studio automatically.
 
 <Admonition type="note">
-  For advanced logs analysis using the Logs Explorer, it is advised to use the BigQuery backend instead of the default Postgres backend. Read about the steps [here](https://supabase.com/docs/reference/self-hosting-analytics/introduction#bigquery).
+  For advanced logs analysis using the Logs Explorer, it is advised to use the BigQuery backend
+  instead of the default Postgres backend. Read about the steps
+  [here](https://supabase.com/docs/reference/self-hosting-analytics/introduction#bigquery).
 </Admonition>
 
 Logs will be directed to the Analytics server instead of the docker logging driver. All logs will be stored in the local database under the `_analytics` schema.

From 76fcbe21a5ec9bb971ed6ab582d563baf676fc1d Mon Sep 17 00:00:00 2001
From: Copple <10214025+kiwicopple@users.noreply.github.com>
Date: Fri, 11 Aug 2023 13:01:59 +0200
Subject: [PATCH 29/58] fixes image

---
 .../_blog/2023-08-11-launch-week-8-community-highlights.mdx   | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx b/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx
index 45db730f0f6..74751aaf287 100644
--- a/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx
+++ b/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx
@@ -12,7 +12,6 @@ image: launch-week-8/day-5-community/community-highlights-OG.jpg
 thumb: launch-week-8/day-5-community/community-highlights-thumbs.jpg
 ---
 
-
 ## Ecosystem partners
 
 We’ve seen a lot of new partners and big updates in the ecosystem since our last Launch Week. Here are a few of the highlights.
@@ -67,7 +66,7 @@ The team at PowerSync just dropped [an (extremely attractive) integration](https
 
 ### Stack Overflow Survey
 
-![Stack Overflow Survey](apps/www/public/images/blog/launch-week-8/day-5-community/stack-overflow-survey.png)
+![Stack Overflow Survey](/images/blog/launch-week-8/day-5-community/stack-overflow-survey.png)
 
 This was the first year that Supabase appeared on the Stack Overflow survey for [Databases](https://survey.stackoverflow.co/2023/#most-popular-technologies-database) as the 17th “most used”. As a bonus, Postgres took the #1 spot for the first time, and we hope we can continue to contribute to that trend.
 
@@ -97,6 +96,7 @@ Our very own (and very talented) [Jon Meyers](https://twitter.com/jonmeyers_io)
 
 1. Cookie-based Auth
 2. Generating Typescript definitions from your PostgreSQL schema
+
 - Tailwind CSS
 - Optimistic UI
 - Realtime subscriptions

From e252ad28a472f872d8e6aa1316cf9da3c5cf2b3f Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Ramiro=20Nu=C3=B1ez=20Dosio?= <ramiro@supabase.io>
Date: Fri, 11 Aug 2023 12:22:58 +0100
Subject: [PATCH 30/58] Update
 apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx

Co-authored-by: Copple <10214025+kiwicopple@users.noreply.github.com>
---
 .../www/_blog/2023-08-11-launch-week-8-community-highlights.mdx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx b/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx
index 74751aaf287..86c5f98922e 100644
--- a/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx
+++ b/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx
@@ -1,6 +1,6 @@
 ---
 title: 'Launch Week 8 Community Highlights'
-description: WIP.
+description: Highlights from the community for the past 3 months.
 launchweek: 8
 tags:
   - launch-week

From 820087edd6a7933872cec2216118ad13184fa074 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Ramiro=20Nu=C3=B1ez=20Dosio?= <ramiro@supabase.io>
Date: Fri, 11 Aug 2023 12:24:03 +0100
Subject: [PATCH 31/58] Added content.

---
 ...-11-launch-week-8-community-highlights.mdx | 34 +++++++++++++++----
 1 file changed, 28 insertions(+), 6 deletions(-)

diff --git a/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx b/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx
index 86c5f98922e..63ea9589191 100644
--- a/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx
+++ b/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx
@@ -11,6 +11,7 @@ author: paul_copplestone
 image: launch-week-8/day-5-community/community-highlights-OG.jpg
 thumb: launch-week-8/day-5-community/community-highlights-thumbs.jpg
 ---
+WIP intro
 
 ## Ecosystem partners
 
@@ -18,11 +19,11 @@ We’ve seen a lot of new partners and big updates in the ecosystem since our la
 
 ### Integrations Marketplace
 
-We’ve been running our Integrations Marketplace in “stealth mode” for about a year now, and has now grown to [over 60 integrations](https://supabase.com/partners/integrations). In the last couple of months we’ve added amazing products like [N8N](https://supabase.com/partners/integrations/n8n), [Passage by 1 Password](https://supabase.com/partners/integrations/passageidentity), [Refine](https://supabase.com/partners/integrations/refine_dev). This Launch Week we’ve made it easy to [build an integration](https://supabase.com/docs/guides/platform/oauth-apps/build-a-supabase-integration#create-an-oauth-app) using OAuth2 and the Management API in the new [Supabase Integrations Marketplace](https://supabase.com/blog/supabase-integrations-marketplace). We've started with a few partners to help us build and test the OAuth functionality, including [Cloudflare](https://supabase.com/partners/integrations/cloudflare-workers), [Resend](https://supabase.com/partners/integrations/resend), [Snaplet](https://supabase.com/partners/integrations/snaplet), [Trigger.dev](https://supabase.com/partners/integrations/triggerdotdev), [Windmill](https://supabase.com/partners/integrations/vercel), and [Vercel](https://supabase.com/partners/integrations/windmill).
+We’ve been running our Integrations Marketplace in “stealth mode” for about a year now and has now grown to [over 60 integrations](https://supabase.com/partners/integrations). In the last couple of months, we’ve added amazing products like [N8N](https://supabase.com/partners/integrations/n8n), [Passage by 1 Password](https://supabase.com/partners/integrations/passageidentity), and [Refine](https://supabase.com/partners/integrations/refine_dev). This Launch Week we’ve made it easy to [build an integration](https://supabase.com/docs/guides/platform/oauth-apps/build-a-supabase-integration#create-an-oauth-app) using OAuth2 and the Management API in the new [Supabase Integrations Marketplace](https://supabase.com/blog/supabase-integrations-marketplace). We've started with a few partners to help us build and test the OAuth functionality, including [Cloudflare](https://supabase.com/partners/integrations/cloudflare-workers), [Resend](https://supabase.com/partners/integrations/resend), [Snaplet](https://supabase.com/partners/integrations/snaplet), [Trigger.dev](https://supabase.com/partners/integrations/triggerdotdev), [Windmill](https://supabase.com/partners/integrations/vercel), and [Vercel](https://supabase.com/partners/integrations/windmill).
 
 ### pgvector
 
-[pgvector](github.com/pgvector/pgvector/) adds vector capabilities to Postgres. We continue to work with the pgvector creator, [Andrew Kane](https://twitter.com/andrewkane), and others contributing to the project. In the past few months we’ve added robust benchmarks to show how to [scale your ivfflat workloads](https://supabase.com/blog/pgvector-performance) and established guidance on the [best models](https://supabase.com/blog/fewer-dimensions-are-better-pgvector) to use with pgvectors. With v0.5.0 coming soon, we’re extremely excited about the improved HNSW index. Performance and recall improvement are looking [significantly better](https://jkatz05.com/post/postgres/pgvector-hnsw-performance/) than the current ivfflat index in pgvector.
+[pgvector](github.com/pgvector/pgvector/) adds vector capabilities to Postgres. We continue to work with the pgvector creator, [Andrew Kane](https://twitter.com/andrewkane), and others contributing to the project. In the past few months, we’ve added robust benchmarks to show how to [scale your ivfflat workloads](https://supabase.com/blog/pgvector-performance) and established guidance on the [best models](https://supabase.com/blog/fewer-dimensions-are-better-pgvector) to use with pgvectors. With v0.5.0 coming soon, we’re extremely excited about the improved HNSW index. Performance and recall improvement are looking [significantly better](https://jkatz05.com/post/postgres/pgvector-hnsw-performance/) than the current ivfflat index in pgvector.
 
 ### PostgREST
 
@@ -40,6 +41,14 @@ The team at Transloadit are committed to building an open protocol for resumable
 
 We are huge fans of Mozilla at Supabase, so it was an honor when chose [Supabase Vector](https://supabase.com/vector) to build AI Help, a ChatGPT-like interface to the most popular developer docs on the internet: **[MDN](https://developer.mozilla.org/en-US/)**. [Learn more in their official announcement](https://developer.mozilla.org/en-US/blog/introducing-ai-help/).
 
+## New Kotlin Library
+
+![IMAGE GOES HERE]()
+
+Are you a mobile dev? We now have client libraries for Android. This is thanks to one of our community members - [@TheRealJanGER](https://twitter.com/TheRealJanGER). Try it out, and if you want to help us maintain the library let us know.
+
+[Quickstart](https://supabase.com/blog/native-mobile-auth) | [Tutorial](https://supabase.com/blog/native-mobile-auth)
+
 ## Framework support
 
 ### Next.js Supabase Starter template
@@ -66,7 +75,7 @@ The team at PowerSync just dropped [an (extremely attractive) integration](https
 
 ### Stack Overflow Survey
 
-![Stack Overflow Survey](/images/blog/launch-week-8/day-5-community/stack-overflow-survey.png)
+![Stack Overflow Survey](apps/www/public/images/blog/launch-week-8/day-5-community/stack-overflow-survey.png)
 
 This was the first year that Supabase appeared on the Stack Overflow survey for [Databases](https://survey.stackoverflow.co/2023/#most-popular-technologies-database) as the 17th “most used”. As a bonus, Postgres took the #1 spot for the first time, and we hope we can continue to contribute to that trend.
 
@@ -76,7 +85,7 @@ This was the first year that Supabase appeared on the Stack Overflow survey for
 
 Supabase started as a remote company, and almost everything we’ve done so far has been digital. This Launch Week added in-person meetups throughout the world, 100% organized by the community. We had meetups in 5 countries, with hundreds of attendees across the world. It has been a successful experiment, something we’ll keep for next time. Thanks to Fatuma, Isheanesu, Daniel, Philip, and Thor for organizing!
 
-### Modern Full Stack
+### Modern Full Stack course
 
 Probably the most comprehensive Supabase resource on the internet, the team at Modern Full Stack just released a 7 chapter, 21 lesson [course on Supabase](https://modernfullstack.com/course/mfs401). The course includes:
 
@@ -90,13 +99,12 @@ Probably the most comprehensive Supabase resource on the internet, the team at M
 
 [Get started with Modern Full Stack.](https://modernfullstack.com/course/mfs401)
 
-### EggHead: Build a 𝕏witter clone
+### EggHead: Build a 𝕏witter clone course
 
 Our very own (and very talented) [Jon Meyers](https://twitter.com/jonmeyers_io) has released a new EggHead course that steps you through the process of creating a [Twitter clone with Next.js App Router and Supabase](https://egghead.io/courses/build-a-twitter-clone-with-the-next-js-app-router-and-supabase-19bebadb). The course includes:
 
 1. Cookie-based Auth
 2. Generating Typescript definitions from your PostgreSQL schema
-
 - Tailwind CSS
 - Optimistic UI
 - Realtime subscriptions
@@ -110,3 +118,17 @@ We also want to highlight all the humans who have made meaningful contributions
 - We’ve continued growing our [community maintainers](https://github.com/orgs/supabase-community/teams), with a particular focus on Mobile. We now have docs for [Swift](https://supabase.com/docs/reference/swift/introduction) and [Kotlin](https://supabase.com/docs/reference/kotlin/introduction).
 - [kamilogorek](https://github.com/kamilogorek) and [adiologydev](https://github.com/adiologydev) for integrating Schema Visualizer into the Studio. And another shoutout to the legend, [Zernonia](https://twitter.com/zernonia), for providing the inspiration for this great new feature!
 - As always, a big shoutout to [Gary](https://github.com/GaryAustin1) and [Olyno](https://github.com/olyno) - official moderators of our [Discord](https://discord.supabase.com/) and overall incredibly helpful people. The community would not be the same without them.
+
+## Celebrating our flourishing Community
+
+The last months have ushered us into remarkable milestones across various platforms: we are now part of the GitHub 50k 🌟 club ([and getting close to 55k!](https://github.com/supabase/supabase)), meaning Supabase is one of the top 169 most-popular repositories in all of GitHub 🤯. We also broke 80k followers on 𝕏witter, XX Discord members, and 14k YouTube subscribers! In parallel, we are exploring and experimenting with new platforms, so make sure to follow us on [Instagram](https://www.instagram.com/supabasecom/), [TikTok](https://www.tiktok.com/@supabase.com), and [Threads](https://www.threads.net/@supabasecom)! 
+
+To our incredible community, we extend our heartfelt gratitude for your constant support and love.
+
+## Bonus track: Supabase Album
+
+And finally, I promised Sam (CEO of Planetscale) that we’d [release an album](https://twitter.com/kiwicopple/status/1664118998169014273) before the end of the year, otherwise I’d give him 1% of my equity.
+
+![IMAGE GOES HERE]()
+
+As promised Sam, here is the [Official Supabase Album](https://www.youtube.com/watch?v=dQw4w9WgXcQ)

From b74b57faeeb3b91dfc106573812f0c9ed9508361 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Ramiro=20Nu=C3=B1ez=20Dosio?= <ramiro@supabase.io>
Date: Fri, 11 Aug 2023 12:30:22 +0100
Subject: [PATCH 32/58] Added images.

---
 ...8-11-launch-week-8-community-highlights.mdx |   6 ++++--
 .../day-5-community/egghead-course.jpg         | Bin 0 -> 283984 bytes
 .../day-5-community/kotlin-lib.jpg             | Bin 0 -> 235251 bytes
 .../day-5-community/supabase-album.png         | Bin 0 -> 37554 bytes
 4 files changed, 4 insertions(+), 2 deletions(-)
 create mode 100644 apps/www/public/images/blog/launch-week-8/day-5-community/egghead-course.jpg
 create mode 100644 apps/www/public/images/blog/launch-week-8/day-5-community/kotlin-lib.jpg
 create mode 100644 apps/www/public/images/blog/launch-week-8/day-5-community/supabase-album.png

diff --git a/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx b/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx
index 63ea9589191..ed9683a2545 100644
--- a/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx
+++ b/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx
@@ -43,7 +43,7 @@ We are huge fans of Mozilla at Supabase, so it was an honor when chose [Supabase
 
 ## New Kotlin Library
 
-![IMAGE GOES HERE]()
+![New Kotlin Library](/images/blog/launch-week-8/day-5-community/kotlin-lib.jpg)
 
 Are you a mobile dev? We now have client libraries for Android. This is thanks to one of our community members - [@TheRealJanGER](https://twitter.com/TheRealJanGER). Try it out, and if you want to help us maintain the library let us know.
 
@@ -101,6 +101,8 @@ Probably the most comprehensive Supabase resource on the internet, the team at M
 
 ### EggHead: Build a 𝕏witter clone course
 
+![EggHead: Build a 𝕏witter clone course](/images/blog/launch-week-8/day-5-community/egghead-course.jpg)
+
 Our very own (and very talented) [Jon Meyers](https://twitter.com/jonmeyers_io) has released a new EggHead course that steps you through the process of creating a [Twitter clone with Next.js App Router and Supabase](https://egghead.io/courses/build-a-twitter-clone-with-the-next-js-app-router-and-supabase-19bebadb). The course includes:
 
 1. Cookie-based Auth
@@ -129,6 +131,6 @@ To our incredible community, we extend our heartfelt gratitude for your constant
 
 And finally, I promised Sam (CEO of Planetscale) that we’d [release an album](https://twitter.com/kiwicopple/status/1664118998169014273) before the end of the year, otherwise I’d give him 1% of my equity.
 
-![IMAGE GOES HERE]()
+![The bet between Sam, Planetscale's CEO, and Copple](/images/blog/launch-week-8/day-5-community/supabase-album.png)
 
 As promised Sam, here is the [Official Supabase Album](https://www.youtube.com/watch?v=dQw4w9WgXcQ)
diff --git a/apps/www/public/images/blog/launch-week-8/day-5-community/egghead-course.jpg b/apps/www/public/images/blog/launch-week-8/day-5-community/egghead-course.jpg
new file mode 100644
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From 0744337d3224a42905d21cedd68ba2b34dde6fdc Mon Sep 17 00:00:00 2001
From: Copple <10214025+kiwicopple@users.noreply.github.com>
Date: Fri, 11 Aug 2023 14:26:19 +0200
Subject: [PATCH 33/58] adds a blog post

---
 ...-11-launch-week-8-community-highlights.mdx | 105 +++++++++---------
 1 file changed, 53 insertions(+), 52 deletions(-)

diff --git a/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx b/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx
index ed9683a2545..16f10541ab9 100644
--- a/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx
+++ b/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx
@@ -11,23 +11,56 @@ author: paul_copplestone
 image: launch-week-8/day-5-community/community-highlights-OG.jpg
 thumb: launch-week-8/day-5-community/community-highlights-thumbs.jpg
 ---
-WIP intro
+
+Supabase aims to be as collaborative as possible - working with, sponsoring, and supporting as many open source tools as possible. In many ways we're more like a "community of communities". Here's a few highlights from the past 3 months.
+
+## State of the community
+
+We've seen a number of milestones this Launch Week. We passed 50,000 stars on GitHub ([and getting close to 55k!](https://github.com/supabase/supabase)), putting Supabase in the top 160 most-popular repositories. We reached 80k followers on [𝕏witter](https://twitter.com/supabase), 17k [Discord](https://discord.supabase.com) members, and 14k [YouTube](https://youtube.com/supabase) subscribers. We are exploring new platforms (thanks to [Yuri's](https://twitter.com/yuricodesbot) arrival) - [Instagram](https://www.instagram.com/supabasecom/), [TikTok](https://www.tiktok.com/@supabase.com), and [Threads](https://www.threads.net/@supabasecom).
+
+To our incredible community, thank you. Here are a few ways that you've contributed to the growth:
+
+### Stack Overflow Survey
+
+![Stack Overflow Survey](/images/blog/launch-week-8/day-5-community/stack-overflow-survey.png)
+
+This was the first year that Supabase appeared on the Stack Overflow survey for [Databases](https://survey.stackoverflow.co/2023/#most-popular-technologies-database) as the 17th “most used”. As a bonus, Postgres took the #1 spot for the first time, and we hope we can continue to contribute to that trend.
+
+### Community Meetups
+
+![Community Meetups](/images/blog/launch-week-8/day-5-community/launch-week-8-meetups.png)
+
+Supabase started as a remote company, and almost everything we've done so far has been digital. This Launch Week included in-person meetups throughout the world, 100% organized by the community. We had meetups in 5 countries, with hundreds of attendees across the world. It has been a successful experiment, something we'll consider for next time. Thanks to Fatuma, Isheanesu, Daniel, Philip, and Thor for organizing!
+
+### New Kotlin Library
+
+![New Kotlin Library](/images/blog/launch-week-8/day-5-community/kotlin-lib.jpg)
+
+Are you a mobile dev? We now have client libraries for Android. This is thanks to one of our community members - [@TheRealJanGER](https://twitter.com/TheRealJanGER). Check out the [Tutorial](/blog/native-mobile-auth) and [Docs](/docs/reference/kotlin/introduction), and feel free to contribute any changes that you need to build with Kotlin.
+
+### Contributors
+
+There are so many humans who have made meaningful contributions to the Supabase ecosystem since our last Launch Week:
+
+- We've continued growing our [community maintainers](https://github.com/orgs/supabase-community/teams), with a particular focus on Mobile. We now have docs for [Swift](/docs/reference/swift/introduction) and [Kotlin](/docs/reference/kotlin/introduction).
+- [kamilogorek](https://github.com/kamilogorek) and [adiologydev](https://github.com/adiologydev) for integrating Schema Visualizer into the Studio. And another shoutout to the legend, [Zernonia](https://twitter.com/zernonia), for providing the inspiration.
+- As always, a big shoutout to [Gary](https://github.com/GaryAustin1) and [Olyno](https://github.com/olyno) - official moderators of our [Discord](https://discord.supabase.com/) and overall incredibly helpful people. The community would not be the same without them.
 
 ## Ecosystem partners
 
-We’ve seen a lot of new partners and big updates in the ecosystem since our last Launch Week. Here are a few of the highlights.
+The past few months we had a focus on integrations and welcomed a lot of new partners.
 
 ### Integrations Marketplace
 
-We’ve been running our Integrations Marketplace in “stealth mode” for about a year now and has now grown to [over 60 integrations](https://supabase.com/partners/integrations). In the last couple of months, we’ve added amazing products like [N8N](https://supabase.com/partners/integrations/n8n), [Passage by 1 Password](https://supabase.com/partners/integrations/passageidentity), and [Refine](https://supabase.com/partners/integrations/refine_dev). This Launch Week we’ve made it easy to [build an integration](https://supabase.com/docs/guides/platform/oauth-apps/build-a-supabase-integration#create-an-oauth-app) using OAuth2 and the Management API in the new [Supabase Integrations Marketplace](https://supabase.com/blog/supabase-integrations-marketplace). We've started with a few partners to help us build and test the OAuth functionality, including [Cloudflare](https://supabase.com/partners/integrations/cloudflare-workers), [Resend](https://supabase.com/partners/integrations/resend), [Snaplet](https://supabase.com/partners/integrations/snaplet), [Trigger.dev](https://supabase.com/partners/integrations/triggerdotdev), [Windmill](https://supabase.com/partners/integrations/vercel), and [Vercel](https://supabase.com/partners/integrations/windmill).
+We've been running our Integrations Marketplace in “stealth mode” for about a year now and has now grown to [over 60 integrations](/partners/integrations). In the last couple of months, we've added amazing products like [N8N](/partners/integrations/n8n), [Passage by 1 Password](/partners/integrations/passageidentity), and [Refine](/partners/integrations/refine_dev). This Launch Week we've made it easy to [build an integration](/docs/guides/platform/oauth-apps/build-a-supabase-integration#create-an-oauth-app) using OAuth2 and the Management API in the new [Supabase Integrations Marketplace](/blog/supabase-integrations-marketplace). We've started with a few partners to help us build and test the OAuth functionality, including [Cloudflare](/partners/integrations/cloudflare-workers), [Resend](/partners/integrations/resend), [Snaplet](/partners/integrations/snaplet), [Trigger.dev](/partners/integrations/triggerdotdev), [Windmill](/partners/integrations/vercel), and [Vercel](/partners/integrations/windmill).
 
 ### pgvector
 
-[pgvector](github.com/pgvector/pgvector/) adds vector capabilities to Postgres. We continue to work with the pgvector creator, [Andrew Kane](https://twitter.com/andrewkane), and others contributing to the project. In the past few months, we’ve added robust benchmarks to show how to [scale your ivfflat workloads](https://supabase.com/blog/pgvector-performance) and established guidance on the [best models](https://supabase.com/blog/fewer-dimensions-are-better-pgvector) to use with pgvectors. With v0.5.0 coming soon, we’re extremely excited about the improved HNSW index. Performance and recall improvement are looking [significantly better](https://jkatz05.com/post/postgres/pgvector-hnsw-performance/) than the current ivfflat index in pgvector.
+[pgvector](github.com/pgvector/pgvector/) adds vector capabilities to Postgres. We continue to work with the pgvector creator, [Andrew Kane](https://twitter.com/andrewkane), and others contributing to the project. In the past few months, we've added robust benchmarks to show how to [scale your ivfflat workloads](/blog/pgvector-performance) and established guidance on the [best models](/blog/fewer-dimensions-are-better-pgvector) to use with pgvectors. With v0.5.0 coming soon, we're extremely excited about the improved HNSW index. Performance and recall improvement are looking [significantly better](https://jkatz05.com/post/postgres/pgvector-hnsw-performance/) than the current ivfflat index in pgvector.
 
 ### PostgREST
 
-Last month we rolled out support across the platform [PostgREST 11.1](https://supabase.com/blog/postgrest-11-1-release). A huge shoutout to [Steve Chavez](https://twitter.com/_steve_chavez) for his continued support as the primary maintainer of the project. [PostgREST 11.2](https://github.com/PostgREST/postgrest/releases/tag/v11.2.0) was released yesterday, adding [Domain Representations](https://postgrest.org/en/v11.2/references/api/domain_representations.html), and we’ll roll it out to platform soon.
+Last month we rolled out support across the platform [PostgREST 11.1](/blog/postgrest-11-1-release). A huge shoutout to [Steve Chavez](https://twitter.com/_steve_chavez) for his continued support as the primary maintainer of the project. [PostgREST 11.2](https://github.com/PostgREST/postgrest/releases/tag/v11.2.0) was released yesterday, adding [Domain Representations](https://postgrest.org/en/v11.2/references/api/domain_representations.html), and we'll roll it out to platform soon.
 
 ### LlamaIndex
 
@@ -35,25 +68,19 @@ In one of the most community-driven contributions ever, a tweet from [us](https:
 
 ### Transloadit
 
-The team at Transloadit are committed to building an open protocol for resumable uploads, to make it the standard for file uploads on the internet. We used two of their [tus-node-server](https://github.com/tus/tus-node-server/) for our recent [updates to Storage](https://supabase.com/blog/storage-v3-resumable-uploads), and contributed back a few important changes as a result. **[Check out their post about our collaboration](https://transloadit.com/blog/2023/08/casestudy-supabase/)**
+The team at Transloadit are committed to building an open protocol for resumable uploads, to make it the standard for file uploads on the internet. We used two of their [tus-node-server](https://github.com/tus/tus-node-server/) for our recent [updates to Storage](/blog/storage-v3-resumable-uploads), and contributed back a few important changes as a result. [Check out their post about our collaboration](https://transloadit.com/blog/2023/08/casestudy-supabase/).
 
 ### Mozilla
 
-We are huge fans of Mozilla at Supabase, so it was an honor when chose [Supabase Vector](https://supabase.com/vector) to build AI Help, a ChatGPT-like interface to the most popular developer docs on the internet: **[MDN](https://developer.mozilla.org/en-US/)**. [Learn more in their official announcement](https://developer.mozilla.org/en-US/blog/introducing-ai-help/).
-
-## New Kotlin Library
-
-![New Kotlin Library](/images/blog/launch-week-8/day-5-community/kotlin-lib.jpg)
-
-Are you a mobile dev? We now have client libraries for Android. This is thanks to one of our community members - [@TheRealJanGER](https://twitter.com/TheRealJanGER). Try it out, and if you want to help us maintain the library let us know.
-
-[Quickstart](https://supabase.com/blog/native-mobile-auth) | [Tutorial](https://supabase.com/blog/native-mobile-auth)
+We are huge fans of Mozilla at Supabase, so it was an honor when chose [Supabase Vector](/vector) to build AI Help, a ChatGPT-like interface to the most popular developer docs on the internet: **[MDN](https://developer.mozilla.org/en-US/)**. [Learn more in their official announcement](https://developer.mozilla.org/en-US/blog/introducing-ai-help/).
 
 ## Framework support
 
+Supabase is easier to use in your favorite frameworks.
+
 ### Next.js Supabase Starter template
 
-We added support for Next.js 13’s App router, including Cookie-based Auth; Nicely styled authentication form with Tailwind CSS; Examples for Client Components, Server Components, Route Handlers, and Server Actions; and - of course - 100% TypeScript. Get started with one simple command:
+We added support for Next.js 13's App router, including Cookie-based Auth; styled authentication forms with Tailwind CSS; examples for Client Components, server components, route handlers, server actions; and - of course - 100% TypeScript. Get started with one simple command:
 
 ```bash
 npx create-next-app -e with-supabase
@@ -69,21 +96,9 @@ The Tamagui team launched [TakeOut](https://tamagui.dev/takeout), a web and mobi
 
 ### PowerSync
 
-The team at PowerSync just dropped [an (extremely attractive) integration](https://docs.powersync.co/integration-guides/supabase-+-powersync) for building offline-first Flutter apps. This uses Postgres’ built-in Publication functionality to track changes, which are then synced to an offline cache.
+The team at PowerSync just dropped [an (extremely attractive) integration](https://docs.powersync.co/integration-guides/supabase-+-powersync) for building offline-first Flutter apps. This uses Postgres' built-in Publication functionality to track changes, which are then synced to an offline cache.
 
-## State of the community
-
-### Stack Overflow Survey
-
-![Stack Overflow Survey](apps/www/public/images/blog/launch-week-8/day-5-community/stack-overflow-survey.png)
-
-This was the first year that Supabase appeared on the Stack Overflow survey for [Databases](https://survey.stackoverflow.co/2023/#most-popular-technologies-database) as the 17th “most used”. As a bonus, Postgres took the #1 spot for the first time, and we hope we can continue to contribute to that trend.
-
-### Community Meetups
-
-![Community Meetups](/images/blog/launch-week-8/day-5-community/launch-week-8-meetups.png)
-
-Supabase started as a remote company, and almost everything we’ve done so far has been digital. This Launch Week added in-person meetups throughout the world, 100% organized by the community. We had meetups in 5 countries, with hundreds of attendees across the world. It has been a successful experiment, something we’ll keep for next time. Thanks to Fatuma, Isheanesu, Daniel, Philip, and Thor for organizing!
+## Courses
 
 ### Modern Full Stack course
 
@@ -94,42 +109,28 @@ Probably the most comprehensive Supabase resource on the internet, the team at M
 3. **A Masterclass on Supabase Databases**
 4. **Exploring the Supabase Storage API**
 5. **Supabase Realtime**
-6. **Unleashing Supabase’s Edge Functions**
+6. **Unleashing Supabase's Edge Functions**
 7. **Achieving Mastery of Supabase**
 
 [Get started with Modern Full Stack.](https://modernfullstack.com/course/mfs401)
 
 ### EggHead: Build a 𝕏witter clone course
 
-![EggHead: Build a 𝕏witter clone course](/images/blog/launch-week-8/day-5-community/egghead-course.jpg)
-
-Our very own (and very talented) [Jon Meyers](https://twitter.com/jonmeyers_io) has released a new EggHead course that steps you through the process of creating a [Twitter clone with Next.js App Router and Supabase](https://egghead.io/courses/build-a-twitter-clone-with-the-next-js-app-router-and-supabase-19bebadb). The course includes:
+Our very own (and very talented) [Jon Meyers](https://twitter.com/jonmeyers_io) has released a new EggHead course that steps you through the process of creating a [Twitter clone with Next.js App Router and Supabase](https://egghead.io/courses/build-a-twitter-clone-with-the-next-js-app-router-and-supabase-19bebadb). You'll learn about:
 
 1. Cookie-based Auth
 2. Generating Typescript definitions from your PostgreSQL schema
-- Tailwind CSS
-- Optimistic UI
-- Realtime subscriptions
+3. Tailwind CSS and styling
+4. Optimistic UI updates
+5. Subscribing to realtime database changes
+6. Configuring Supabase Auth to use cookies
+7. Using Row Level Security (RLS) policies to implement Authorization
 
 [Get started on EggHead.](https://egghead.io/courses/build-a-twitter-clone-with-the-next-js-app-router-and-supabase-19bebadb)
 
-## Contributors
-
-We also want to highlight all the humans who have made meaningful contributions to the Supabase ecosystem since our last Launch Week:
-
-- We’ve continued growing our [community maintainers](https://github.com/orgs/supabase-community/teams), with a particular focus on Mobile. We now have docs for [Swift](https://supabase.com/docs/reference/swift/introduction) and [Kotlin](https://supabase.com/docs/reference/kotlin/introduction).
-- [kamilogorek](https://github.com/kamilogorek) and [adiologydev](https://github.com/adiologydev) for integrating Schema Visualizer into the Studio. And another shoutout to the legend, [Zernonia](https://twitter.com/zernonia), for providing the inspiration for this great new feature!
-- As always, a big shoutout to [Gary](https://github.com/GaryAustin1) and [Olyno](https://github.com/olyno) - official moderators of our [Discord](https://discord.supabase.com/) and overall incredibly helpful people. The community would not be the same without them.
-
-## Celebrating our flourishing Community
-
-The last months have ushered us into remarkable milestones across various platforms: we are now part of the GitHub 50k 🌟 club ([and getting close to 55k!](https://github.com/supabase/supabase)), meaning Supabase is one of the top 169 most-popular repositories in all of GitHub 🤯. We also broke 80k followers on 𝕏witter, XX Discord members, and 14k YouTube subscribers! In parallel, we are exploring and experimenting with new platforms, so make sure to follow us on [Instagram](https://www.instagram.com/supabasecom/), [TikTok](https://www.tiktok.com/@supabase.com), and [Threads](https://www.threads.net/@supabasecom)! 
-
-To our incredible community, we extend our heartfelt gratitude for your constant support and love.
-
 ## Bonus track: Supabase Album
 
-And finally, I promised Sam (CEO of Planetscale) that we’d [release an album](https://twitter.com/kiwicopple/status/1664118998169014273) before the end of the year, otherwise I’d give him 1% of my equity.
+And finally, I promised Sam (CEO of Planetscale) that we'd [release an album](https://twitter.com/kiwicopple/status/1664118998169014273) before the end of the year, otherwise I'd give him 1% of my equity.
 
 ![The bet between Sam, Planetscale's CEO, and Copple](/images/blog/launch-week-8/day-5-community/supabase-album.png)
 

From 4ab2a22e476a23e91bb7e7167cfe35112b453255 Mon Sep 17 00:00:00 2001
From: Terry Sutton <saltcod@gmail.com>
Date: Fri, 11 Aug 2023 10:10:27 -0230
Subject: [PATCH 34/58] Fixes AI tag on www

---
 apps/www/_blog/2023-08-09-supabase-studio-3-0.mdx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/apps/www/_blog/2023-08-09-supabase-studio-3-0.mdx b/apps/www/_blog/2023-08-09-supabase-studio-3-0.mdx
index 2fa636a2c88..c581d2a85c8 100644
--- a/apps/www/_blog/2023-08-09-supabase-studio-3-0.mdx
+++ b/apps/www/_blog/2023-08-09-supabase-studio-3-0.mdx
@@ -5,7 +5,7 @@ launchweek: 8
 tags:
   - launch-week
   - studio
-  - ai
+  - AI
 date: '2023-08-09'
 published_at: '2023-08-09T09:00:00.000-07:00'
 toc_depth: 3

From 609e9518c1fa9380f517d95eb33c6690f4f150b1 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Ramiro=20Nu=C3=B1ez=20Dosio?= <ramiro@supabase.io>
Date: Fri, 11 Aug 2023 14:29:18 +0100
Subject: [PATCH 35/58] Update time passed.

---
 .../_blog/2023-08-11-launch-week-8-community-highlights.mdx | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx b/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx
index 16f10541ab9..7158b07cfd2 100644
--- a/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx
+++ b/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx
@@ -1,6 +1,6 @@
 ---
 title: 'Launch Week 8 Community Highlights'
-description: Highlights from the community for the past 3 months.
+description: Highlights from the community for the past 4 months.
 launchweek: 8
 tags:
   - launch-week
@@ -12,7 +12,7 @@ image: launch-week-8/day-5-community/community-highlights-OG.jpg
 thumb: launch-week-8/day-5-community/community-highlights-thumbs.jpg
 ---
 
-Supabase aims to be as collaborative as possible - working with, sponsoring, and supporting as many open source tools as possible. In many ways we're more like a "community of communities". Here's a few highlights from the past 3 months.
+Supabase aims to be as collaborative as possible - working with, sponsoring, and supporting as many open source tools as possible. In many ways, we're more like a "community of communities". Here are a few highlights from the past 4 months.
 
 ## State of the community
 
@@ -68,7 +68,7 @@ In one of the most community-driven contributions ever, a tweet from [us](https:
 
 ### Transloadit
 
-The team at Transloadit are committed to building an open protocol for resumable uploads, to make it the standard for file uploads on the internet. We used two of their [tus-node-server](https://github.com/tus/tus-node-server/) for our recent [updates to Storage](/blog/storage-v3-resumable-uploads), and contributed back a few important changes as a result. [Check out their post about our collaboration](https://transloadit.com/blog/2023/08/casestudy-supabase/).
+The team at Transloadit are committed to building an open protocol for resumable uploads, to make it the standard for file uploads on the internet. We used two of their [tus-node-server](https://github.com/tus/tus-node-server/) for our recent [updates to Storage](/blog/storage-v3-resumable-uploads) and contributed back a few important changes as a result. [Check out their post about our collaboration](https://transloadit.com/blog/2023/08/casestudy-supabase/).
 
 ### Mozilla
 

From ef47af21704ea4b5ec43fad1ac22be48a1755283 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Ramiro=20Nu=C3=B1ez=20Dosio?= <ramiro@supabase.io>
Date: Fri, 11 Aug 2023 14:38:11 +0100
Subject: [PATCH 36/58] Update
 2023-08-11-launch-week-8-community-highlights.mdx

---
 .../2023-08-11-launch-week-8-community-highlights.mdx  | 10 +++++++++-
 1 file changed, 9 insertions(+), 1 deletion(-)

diff --git a/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx b/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx
index 7158b07cfd2..eeebb65d1b3 100644
--- a/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx
+++ b/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx
@@ -5,7 +5,7 @@ launchweek: 8
 tags:
   - launch-week
 date: '2023-08-11'
-published_at:
+published_at: '2023-08-11T06:00:00.000-06:00'
 toc_depth: 3
 author: paul_copplestone
 image: launch-week-8/day-5-community/community-highlights-OG.jpg
@@ -26,6 +26,14 @@ To our incredible community, thank you. Here are a few ways that you've contribu
 
 This was the first year that Supabase appeared on the Stack Overflow survey for [Databases](https://survey.stackoverflow.co/2023/#most-popular-technologies-database) as the 17th “most used”. As a bonus, Postgres took the #1 spot for the first time, and we hope we can continue to contribute to that trend.
 
+## Supabase in Times Square
+
+![IMAGE]()
+
+The Redpoint team put together InfraRed 100, a report that recognizes 100 transformative companies in cloud infrastructure. We are honored to be included there with so many amazing companies we admire. And they even featured us on a billboard in Times Square to celebrate!
+
+[Read the full report](https://www.redpoint.com/infrared/100/)
+
 ### Community Meetups
 
 ![Community Meetups](/images/blog/launch-week-8/day-5-community/launch-week-8-meetups.png)

From eb1e0d4f9abf422349c05be0a56ed19bc920a63f Mon Sep 17 00:00:00 2001
From: Copple <10214025+kiwicopple@users.noreply.github.com>
Date: Fri, 11 Aug 2023 15:40:05 +0200
Subject: [PATCH 37/58] Update
 apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx

---
 .../www/_blog/2023-08-11-launch-week-8-community-highlights.mdx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx b/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx
index eeebb65d1b3..ace1c552084 100644
--- a/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx
+++ b/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx
@@ -30,7 +30,7 @@ This was the first year that Supabase appeared on the Stack Overflow survey for
 
 ![IMAGE]()
 
-The Redpoint team put together InfraRed 100, a report that recognizes 100 transformative companies in cloud infrastructure. We are honored to be included there with so many amazing companies we admire. And they even featured us on a billboard in Times Square to celebrate!
+We were featured in Redpoint's [InfraRed 100](https://www.redpoint.com/infrared/100/), a report that recognizes 100 transformative companies in cloud infrastructure. We are honored to be included there with so many amazing companies we admire. We even made an appearance in Times Square.
 
 [Read the full report](https://www.redpoint.com/infrared/100/)
 

From 9fa51470f581969e5ef2af8f8701c907d6efd061 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Ramiro=20Nu=C3=B1ez=20Dosio?= <ramiro@supabase.io>
Date: Fri, 11 Aug 2023 14:41:36 +0100
Subject: [PATCH 38/58] Add image

---
 .../www/_blog/2023-08-11-launch-week-8-community-highlights.mdx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx b/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx
index ace1c552084..745e61a1456 100644
--- a/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx
+++ b/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx
@@ -28,7 +28,7 @@ This was the first year that Supabase appeared on the Stack Overflow survey for
 
 ## Supabase in Times Square
 
-![IMAGE]()
+![Supabase in Times Square](https://supabase.com/_next/image?url=https%3A%2F%2Fobuldanrptloktxcffvn.supabase.co%2Fstorage%2Fv1%2Fobject%2Fpublic%2Fimages%2Fmarketing-emails%2Ftimes-sq.png%3Ft%3D2023-08-02T11%253A04%253A14.458Z&w=3840&q=75)
 
 We were featured in Redpoint's [InfraRed 100](https://www.redpoint.com/infrared/100/), a report that recognizes 100 transformative companies in cloud infrastructure. We are honored to be included there with so many amazing companies we admire. We even made an appearance in Times Square.
 

From e648560d341d9f3207c8cafa54ddb27222dd26aa Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Ramiro=20Nu=C3=B1ez=20Dosio?= <ramiro@supabase.io>
Date: Fri, 11 Aug 2023 14:42:52 +0100
Subject: [PATCH 39/58] Edited title.

---
 .../www/_blog/2023-08-11-launch-week-8-community-highlights.mdx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx b/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx
index 745e61a1456..99e763aa69a 100644
--- a/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx
+++ b/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx
@@ -26,7 +26,7 @@ To our incredible community, thank you. Here are a few ways that you've contribu
 
 This was the first year that Supabase appeared on the Stack Overflow survey for [Databases](https://survey.stackoverflow.co/2023/#most-popular-technologies-database) as the 17th “most used”. As a bonus, Postgres took the #1 spot for the first time, and we hope we can continue to contribute to that trend.
 
-## Supabase in Times Square
+## InfraRed 100 and Times Square
 
 ![Supabase in Times Square](https://supabase.com/_next/image?url=https%3A%2F%2Fobuldanrptloktxcffvn.supabase.co%2Fstorage%2Fv1%2Fobject%2Fpublic%2Fimages%2Fmarketing-emails%2Ftimes-sq.png%3Ft%3D2023-08-02T11%253A04%253A14.458Z&w=3840&q=75)
 

From 796d863d6ff523051bf23264c6df4d7b037cbba9 Mon Sep 17 00:00:00 2001
From: egor <58992960+egor-romanov@users.noreply.github.com>
Date: Fri, 11 Aug 2023 16:50:45 +0300
Subject: [PATCH 40/58] Apply suggestions from code review

Co-authored-by: Copple <10214025+kiwicopple@users.noreply.github.com>
---
 apps/docs/pages/guides/realtime/postgres-changes.mdx | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/apps/docs/pages/guides/realtime/postgres-changes.mdx b/apps/docs/pages/guides/realtime/postgres-changes.mdx
index ebf20553d5a..d007861f111 100644
--- a/apps/docs/pages/guides/realtime/postgres-changes.mdx
+++ b/apps/docs/pages/guides/realtime/postgres-changes.mdx
@@ -533,9 +533,9 @@ supabase.realtime.setAuth('fresh-token')
 
 ## Limitations
 
-Realtime's Postgres Changes feature has the following limitations in terms of performance at the current time. There is a bottleneck on the database side that limits the number of messages that can be streamed to subscribed clients.
+The current version of Realtime's Postgres Changes feature has some performance limitations to keep in mind. There can be a bottleneck on the database that limits the number of messages streamed to subscribed clients.
 
-The polling query that fetches the changes can only work in a single thread. This means that if you have a lot of changes happening in your database, the polling query will be blocked and will not be able to fetch the changes fast enough. This will result in a delay in the changes being sent to the subscribed clients until you will get timeouted. Additionally, the polling query works per each subscribed client, this means that each unique pair of `filters` and `JWT token` (logged-in user) will affect the performance of the polling query. In other words, RLS and filters can further limit the number of messages that can be streamed to subscribed clients.
+The polling query that fetches the changes is currently single-threaded. If you are frequently changing your database, the polling query may not be able to fetch the changes rapidly enough. The delivery of the changes will be delayed until you will get timeout. Additionally, there is a polling query per subscribed client, which means that each unique pair of `filters` and `JWT token` (logged-in user) affects the performance of the polling query. In other words, RLS and filters can further limit the number of messages that can be streamed to subscribed clients.
 
 From our testing and observation of the performance of the polling query, we have found that the following limits are safe to use:
 
@@ -552,11 +552,11 @@ From our testing and observation of the performance of the polling query, we hav
 | large and above  | ✅      | ✅        | 1,000              | 1                             | 1,000                       | 431              |
 | large and above  | ✅      | ✅        | 5,000              | 0.2 (1 in 5 seconds)          | 1,000                       | 702              |
 
-If you want to use Realtime's Postgres Changes feature you should be aware of these limitations. And if you are planning to use this feature at scale, you should consider using separate table without RLS and filters for the purpose of streaming changes to subscribed clients. Another option is to use it on the server side only and restream the changes to your clients using a Realtime Broadcast because it does not have these limitations. And don't forget to run your own benchmarks to make sure that the performance is acceptable for your use case.
+If you want to use Realtime's Postgres Changes feature you should be aware of these limitations. And if you are using this feature at scale, you should consider using separate table without RLS and filters for the purpose of streaming changes to subscribed clients. Alternatively, you can use Realtime server-side only and then re-stream the changes to your clients using a Realtime Broadcast. Don't forget to run your own benchmarks to make sure that the performance is acceptable for your use case.
 
-We have ideas on how to improve Realtime's Postgres Changes in the future. Follow Supabase to stay up to date with the latest news and updates on this feature.
+We are making many improvements to Realtime's Postgres Changes. 
 
-And if you are uncertain about the performance of your use case, please reach out using [Support Form](https://supabase.com/dashboard/support/new) and we will be happy to help you. We have a whole team of engineers that can advise you the solution that will work best for your usage scenario.
+If you are uncertain about the performance of your use case, please reach out using [Support Form](https://supabase.com/dashboard/support/new) and we will be happy to help you. We have a team of engineers that can advise you on the best solution for your use-case.
 
 ## More Realtime Quickstarts
 

From e137c701aa54ff67394aa8079cc945239187f201 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Kevin=20Gr=C3=BCneberg?= <k.grueneberg1994@gmail.com>
Date: Fri, 11 Aug 2023 15:55:09 +0200
Subject: [PATCH 41/58] Update
 2023-08-11-launch-week-8-community-highlights.mdx

---
 .../www/_blog/2023-08-11-launch-week-8-community-highlights.mdx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx b/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx
index 16f10541ab9..14e3f91985a 100644
--- a/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx
+++ b/apps/www/_blog/2023-08-11-launch-week-8-community-highlights.mdx
@@ -72,7 +72,7 @@ The team at Transloadit are committed to building an open protocol for resumable
 
 ### Mozilla
 
-We are huge fans of Mozilla at Supabase, so it was an honor when chose [Supabase Vector](/vector) to build AI Help, a ChatGPT-like interface to the most popular developer docs on the internet: **[MDN](https://developer.mozilla.org/en-US/)**. [Learn more in their official announcement](https://developer.mozilla.org/en-US/blog/introducing-ai-help/).
+We are huge fans of Mozilla at Supabase, so it was an honor when they chose [Supabase Vector](/vector) to build AI Help, a ChatGPT-like interface to the most popular developer docs on the internet: **[MDN](https://developer.mozilla.org/en-US/)**. [Learn more in their official announcement](https://developer.mozilla.org/en-US/blog/introducing-ai-help/).
 
 ## Framework support
 

From 71d1b832086a1b07feb581995367c2138f358646 Mon Sep 17 00:00:00 2001
From: egor-romanov <egor.romanov@gmail.com>
Date: Fri, 11 Aug 2023 16:58:05 +0300
Subject: [PATCH 42/58] fix trailing space

---
 apps/docs/pages/guides/realtime/postgres-changes.mdx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/apps/docs/pages/guides/realtime/postgres-changes.mdx b/apps/docs/pages/guides/realtime/postgres-changes.mdx
index d007861f111..c776b9d706c 100644
--- a/apps/docs/pages/guides/realtime/postgres-changes.mdx
+++ b/apps/docs/pages/guides/realtime/postgres-changes.mdx
@@ -554,7 +554,7 @@ From our testing and observation of the performance of the polling query, we hav
 
 If you want to use Realtime's Postgres Changes feature you should be aware of these limitations. And if you are using this feature at scale, you should consider using separate table without RLS and filters for the purpose of streaming changes to subscribed clients. Alternatively, you can use Realtime server-side only and then re-stream the changes to your clients using a Realtime Broadcast. Don't forget to run your own benchmarks to make sure that the performance is acceptable for your use case.
 
-We are making many improvements to Realtime's Postgres Changes. 
+We are making many improvements to Realtime's Postgres Changes.
 
 If you are uncertain about the performance of your use case, please reach out using [Support Form](https://supabase.com/dashboard/support/new) and we will be happy to help you. We have a team of engineers that can advise you on the best solution for your use-case.
 

From 4cf0e720a943571f21be87409622ab32c1eb26b6 Mon Sep 17 00:00:00 2001
From: Francesco Sansalvadore <f.sansalvadore@gmail.com>
Date: Thu, 10 Aug 2023 14:09:48 +0200
Subject: [PATCH 43/58] d5 setup

---
 .../LaunchWeek/8/Releases/LWAnnouncement.tsx  |     6 +-
 .../LaunchWeek/8/Releases/index.tsx           |   156 +-
 .../LaunchWeek/8/Releases/lw8_data.ts         |    40 +-
 .../launchweek/8/day5/community-mobile.svg    |  1183 +
 .../images/launchweek/8/day5/community.svg    |  1207 +
 .../launchweek/8/day5/compliant-mobile.svg    | 10168 +++++++
 .../images/launchweek/8/day5/compliant.svg    | 23410 ++++++++++++++++
 .../launchweek/8/day5/supavisor-mobile.svg    |   500 +
 .../images/launchweek/8/day5/supavisor.svg    |   500 +
 .../ui/src/layout/banners/LWAnnouncement.tsx  |     6 +-
 10 files changed, 37152 insertions(+), 24 deletions(-)
 create mode 100644 apps/www/public/images/launchweek/8/day5/community-mobile.svg
 create mode 100644 apps/www/public/images/launchweek/8/day5/community.svg
 create mode 100644 apps/www/public/images/launchweek/8/day5/compliant-mobile.svg
 create mode 100644 apps/www/public/images/launchweek/8/day5/compliant.svg
 create mode 100644 apps/www/public/images/launchweek/8/day5/supavisor-mobile.svg
 create mode 100644 apps/www/public/images/launchweek/8/day5/supavisor.svg

diff --git a/apps/www/components/LaunchWeek/8/Releases/LWAnnouncement.tsx b/apps/www/components/LaunchWeek/8/Releases/LWAnnouncement.tsx
index 5165d574340..6c6a7744515 100644
--- a/apps/www/components/LaunchWeek/8/Releases/LWAnnouncement.tsx
+++ b/apps/www/components/LaunchWeek/8/Releases/LWAnnouncement.tsx
@@ -12,7 +12,7 @@ const LWAnnouncement = ({
   title?: string
   isLaunchWeekPage?: boolean
 }) => {
-  const [_pre, _d1, _d2, _d3, currentDay, _d5] = days
+  const [_pre, _d1, _d2, _d3, _d4, currentDay] = days
 
   const announcement = (
     <>
@@ -35,7 +35,7 @@ const LWAnnouncement = ({
                 />
               </svg>
             </div>
-            <span className="text-foreground">{title ?? 'Launch Week 8: Day 4'}</span>
+            <span className="text-foreground">{title ?? 'Launch Week 8: Day 5'}</span>
           </div>
           <span className="text-foreground-light">{currentDay.steps[0].title}</span>
         </div>
@@ -50,7 +50,7 @@ const LWAnnouncement = ({
           </svg>
         </div>
         <Image
-          src="/images/launchweek/8/day4/yt_d4.jpg"
+          src="/images/launchweek/8/day5/yt_d5.jpg"
           alt="Youtube video thumbnail"
           layout="fill"
           objectFit="cover"
diff --git a/apps/www/components/LaunchWeek/8/Releases/index.tsx b/apps/www/components/LaunchWeek/8/Releases/index.tsx
index 376952a1467..069adfb6594 100644
--- a/apps/www/components/LaunchWeek/8/Releases/index.tsx
+++ b/apps/www/components/LaunchWeek/8/Releases/index.tsx
@@ -3,7 +3,13 @@ import Link from 'next/link'
 import { Accordion } from 'ui'
 import { useBreakpoint } from 'common/hooks/useBreakpoint'
 
-import { AccordionHeader, CartTitle, CheckCircleSolidIcon, SectionButtons } from './components'
+import {
+  AccordionHeader,
+  CartTitle,
+  CheckCircleSolidIcon,
+  MultistepSectionHeader,
+  SectionButtons,
+} from './components'
 import SectionContainer from '~/components/Layouts/SectionContainer'
 import days, { WeekDayProps } from './lw8_data'
 
@@ -457,22 +463,138 @@ export default function LW8Releases() {
               </div>
             )}
           </div>
-          <div className="border-b border-[#111718]">
-            <Accordion.Item
-              header={
-                <AccordionHeader
-                  date={day5.date}
-                  day={day5.d}
-                  weekDay={day5.dd}
-                  title={day5.title}
-                  shipped={day5.shipped}
-                  publishedAt={day5.publishedAt}
-                />
-              }
-              disabled={!day5.shipped}
-              className="h-[79px]"
-              id={day5.d.toString()}
-            ></Accordion.Item>
+          <div className="border-b border-[#111718] scroll-mt-16" id="today">
+            <AccordionHeader
+              date={day5.date}
+              day={day5.d}
+              weekDay={day5.dd}
+              title={day5.title}
+              shipped={day5.shipped}
+              publishedAt={day5.publishedAt}
+              youtube_id={day5.youtube_id}
+              videoThumbnail={day5.videoThumbnail}
+            />
+
+            {day5.steps.length > 0 && (
+              <div className="flex flex-col pb-4">
+                <div
+                  className={`
+                      min-h-[400px] relative overflow-hidden group/d1 flex-1 flex flex-col items-center lg:items-start justify-between
+                      border border-[#111718] rounded-xl lg:h-full bg-no-repeat py-10 lg:py-12 px-8 lg:px-10 text-2xl bg-contain shadow-lg
+                      `}
+                >
+                  <div
+                    className="inset-0 absolute group-hover/d1:scale-105 opacity-60 group-hover/d1:opacity-100 w-full h-full -z-10 transition-all duration-500 pointer-events-none"
+                    style={{
+                      background: `radial-gradient(100% 100% at 80% 80%, #6F13A450, #030A0C)`,
+                    }}
+                  />
+                  <div className="flex flex-col items-center lg:items-start gap-2 min-w-[300px] w-full text-center lg:text-left">
+                    <Link href={day5.steps[0].blog!}>
+                      <a className="m-0">
+                        <CartTitle>{day5.steps[0].title}</CartTitle>
+                      </a>
+                    </Link>
+                    <p className="text-sm text-slate-900">{day5.steps[0]?.description}</p>
+                  </div>
+                  <SectionButtons blog={day5.steps[0].blog} hackernews={day5.steps[0].hackernews} />
+                  {day5.steps[0]?.bg_layers &&
+                    day5.steps[0]?.bg_layers?.map(
+                      (layer, i) =>
+                        !!layer.img && (
+                          <div className="absolute opacity-90 inset-0 w-full h-full -z-10">
+                            <Image
+                              src={
+                                !!layer.mobileImg && isTablet ? (layer.mobileImg as any) : layer.img
+                              }
+                              className="absolute opacity-90 w-full h-full -z-10 transition-all duration-300"
+                              layout="fill"
+                              objectFit="cover"
+                            />
+                          </div>
+                        )
+                    )}
+                </div>
+                <MultistepSectionHeader title="Community" />
+                <div
+                  className={`
+                      min-h-[400px] relative overflow-hidden group/d1 flex-1 flex flex-col items-center lg:items-start justify-between
+                      border border-[#111718] rounded-xl lg:h-full bg-no-repeat py-10 lg:py-12 px-8 lg:px-10 text-2xl bg-contain shadow-lg
+                      `}
+                >
+                  <div
+                    className="inset-0 absolute group-hover/d1:scale-105 opacity-60 group-hover/d1:opacity-100 w-full h-full -z-10 transition-all duration-500 pointer-events-none"
+                    style={{
+                      background: `radial-gradient(100% 100% at 80% 80%, #6F13A450, #030A0C)`,
+                    }}
+                  />
+                  <div className="flex flex-col items-center lg:items-start gap-2 min-w-[300px] w-full text-center lg:text-left">
+                    <Link href={day5.steps[1].blog!}>
+                      <a className="m-0">
+                        <CartTitle>{day5.steps[1].title}</CartTitle>
+                      </a>
+                    </Link>
+                    <p className="text-sm text-slate-900">{day5.steps[1]?.description}</p>
+                  </div>
+                  <SectionButtons blog={day5.steps[1].blog} hackernews={day5.steps[1].hackernews} />
+                  {day5.steps[1]?.bg_layers &&
+                    day5.steps[1]?.bg_layers?.map(
+                      (layer, i) =>
+                        !!layer.img && (
+                          <div className="absolute opacity-90 inset-0 w-full h-full -z-10">
+                            <Image
+                              src={
+                                !!layer.mobileImg && isTablet ? (layer.mobileImg as any) : layer.img
+                              }
+                              className="absolute opacity-90 w-full h-full -z-10 transition-all duration-300"
+                              layout="fill"
+                              objectFit="cover"
+                            />
+                          </div>
+                        )
+                    )}
+                </div>
+                <MultistepSectionHeader title="One more thing" />
+                <div
+                  className={`
+                      min-h-[400px] relative overflow-hidden group/d1 flex-1 flex flex-col items-center lg:items-start justify-between
+                      border border-[#111718] rounded-xl lg:h-full bg-no-repeat py-10 lg:py-12 px-8 lg:px-10 text-2xl bg-contain shadow-lg
+                      `}
+                >
+                  <div
+                    className="inset-0 absolute group-hover/d1:scale-105 opacity-60 group-hover/d1:opacity-100 w-full h-full -z-10 transition-all duration-500 pointer-events-none"
+                    style={{
+                      background: `radial-gradient(100% 100% at 80% 80%, #6F13A450, #030A0C)`,
+                    }}
+                  />
+                  <div className="flex flex-col items-center lg:items-start gap-2 min-w-[300px] w-full text-center lg:text-left">
+                    <Link href={day5.steps[2].blog!}>
+                      <a className="m-0">
+                        <CartTitle>{day5.steps[2].title}</CartTitle>
+                      </a>
+                    </Link>
+                    <p className="text-sm text-slate-900">{day5.steps[2]?.description}</p>
+                  </div>
+                  <SectionButtons blog={day5.steps[2].blog} hackernews={day5.steps[0].hackernews} />
+                  {day5.steps[2]?.bg_layers &&
+                    day5.steps[2]?.bg_layers?.map(
+                      (layer, i) =>
+                        !!layer.img && (
+                          <div className="absolute opacity-90 inset-0 w-full h-full -z-10">
+                            <Image
+                              src={
+                                !!layer.mobileImg && isTablet ? (layer.mobileImg as any) : layer.img
+                              }
+                              className="absolute opacity-90 w-full h-full -z-10 transition-all duration-300"
+                              layout="fill"
+                              objectFit="cover"
+                            />
+                          </div>
+                        )
+                    )}
+                </div>
+              </div>
+            )}
           </div>
         </Accordion>
       </SectionContainer>
diff --git a/apps/www/components/LaunchWeek/8/Releases/lw8_data.ts b/apps/www/components/LaunchWeek/8/Releases/lw8_data.ts
index 83485f22586..f6a85ec866d 100644
--- a/apps/www/components/LaunchWeek/8/Releases/lw8_data.ts
+++ b/apps/www/components/LaunchWeek/8/Releases/lw8_data.ts
@@ -15,6 +15,12 @@ const images = {
   '04-marketplace': '/images/launchweek/8/day4/marketplace.svg',
   '04-marketplace-mobile': '/images/launchweek/8/day4/marketplace-mobile.svg',
   '04-vercel': '/images/launchweek/8/day4/vercel-integration.svg',
+  '05-supavisor': '/images/launchweek/8/day5/supavisor.svg',
+  '05-community': '/images/launchweek/8/day5/community.svg',
+  '05-compliant': '/images/launchweek/8/day5/compliant.svg',
+  '05-supavisor-mobile': '/images/launchweek/8/day5/supavisor-mobile.svg',
+  '05-community-mobile': '/images/launchweek/8/day5/community-mobile.svg',
+  '05-compliant-mobile': '/images/launchweek/8/day5/compliant-mobile.svg',
 }
 
 export interface StepProps {
@@ -189,14 +195,44 @@ const days: WeekDayProps[] = [
   },
   {
     title: '',
-    shipped: false,
+    shipped: true,
     date: '11 Aug',
     publishedAt: '2023-08-11T09:00:00.000-07:00',
     description: '',
     d: 5,
     dd: 'Fri',
     youtube_id: '',
-    steps: [],
+    blogpost: '',
+    docs: '',
+    steps: [
+      {
+        title: 'Supabase Supavisor: 1M Postgres connections',
+        blog: '/blog/supabase-supavisor-1m-pg-connections',
+        hackernews: '',
+        video: '',
+        twitter_spaces: '',
+        bg_layers: [{ img: images['05-supavisor'], mobileImg: images['05-supavisor-mobile'] }],
+        steps: [],
+      },
+      {
+        title: 'Community day',
+        blog: '/blog/lw8-community-day',
+        hackernews: '',
+        video: '',
+        twitter_spaces: '',
+        bg_layers: [{ img: images['05-community'], mobileImg: images['05-community-mobile'] }],
+        steps: [],
+      },
+      {
+        title: 'SOC2 type 2 and HIPAA  compliant',
+        blog: '/blog/soc2-type2-and-hipaa-compliant',
+        hackernews: '',
+        video: '',
+        twitter_spaces: '',
+        bg_layers: [{ img: images['05-compliant'], mobileImg: images['05-compliant-mobile'] }],
+        steps: [],
+      },
+    ],
   },
 ]
 
diff --git a/apps/www/public/images/launchweek/8/day5/community-mobile.svg b/apps/www/public/images/launchweek/8/day5/community-mobile.svg
new file mode 100644
index 00000000000..f49164e31e4
--- /dev/null
+++ b/apps/www/public/images/launchweek/8/day5/community-mobile.svg
@@ -0,0 +1,1183 @@
+<svg width="467" height="399" viewBox="0 0 467 399" fill="none" xmlns="http://www.w3.org/2000/svg">
+<g clip-path="url(#clip0_3056_33922)">
+<rect width="467" height="398" transform="translate(0 0.886719)" fill="#030A0C"/>
+<g filter="url(#filter0_f_3056_33922)">
+<path d="M268.119 -209.987C235.341 -205.613 214.511 -155.993 168.816 -130.072C128.183 -107.024 62.45 -110.072 34.2544 -67.9586C-11.3867 0.211318 170.412 83.1075 242.869 171.976C369.984 339.959 254.529 434.183 446.282 271.506C466.661 253.171 573.895 159.644 386.175 33.9629C286.219 -32.9598 338.996 -214.622 268.119 -209.987Z" fill="#7032BF" fill-opacity="0.1"/>
+</g>
+<g filter="url(#filter1_f_3056_33922)">
+<path d="M215.753 47.1317C176.393 75.596 163.733 144.601 271.261 166.828C345.482 182.169 310.133 322.505 364.184 330.589C440.945 342.07 536.413 241.763 592.368 139.745C644.214 45.217 586.316 -48.9527 530.189 15.6775C444.471 114.382 415.437 88.7241 379.769 69.9651C340.543 49.3342 322.612 99.6548 305.444 84.2296C272.586 54.7065 243.19 27.2902 215.753 47.1317Z" fill="#080316"/>
+</g>
+<g filter="url(#filter2_f_3056_33922)">
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new file mode 100644
index 00000000000..4494b33a336
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diff --git a/packages/ui/src/layout/banners/LWAnnouncement.tsx b/packages/ui/src/layout/banners/LWAnnouncement.tsx
index eb130fba7aa..44655338dab 100644
--- a/packages/ui/src/layout/banners/LWAnnouncement.tsx
+++ b/packages/ui/src/layout/banners/LWAnnouncement.tsx
@@ -78,9 +78,11 @@ const LWAnnouncement = ({
                       />
                     </svg>
                   </div>
-                  <span className="text-foreground">Launch Week 8: Day 4</span>
+                  <span className="text-foreground">Launch Week 8: Day 5</span>
                 </div>
-                <span className="text-foreground-light">Supabase Integrations Marketplace</span>
+                <span className="text-foreground-light">
+                  Supabase Supavisor: 1M Postgres connections
+                </span>
               </div>
             </div>
             <div className="relative flex items-center justify-center !aspect-video h-[80px] md:h-[80px] gap-2 z-10 rounded overflow-hidden">

From eac158668805fbdba8f6123c80ae2c20706e70f9 Mon Sep 17 00:00:00 2001
From: Francesco Sansalvadore <f.sansalvadore@gmail.com>
Date: Fri, 11 Aug 2023 08:39:04 +0200
Subject: [PATCH 44/58] add d5 tu thumbnail

---
 .../LaunchWeek/8/Releases/components/index.tsx  |   2 +-
 .../LaunchWeek/8/Releases/lw8_data.ts           |   6 +++---
 .../public/images/launchweek/8/day5/yt_d5.jpg   | Bin 0 -> 74121 bytes
 .../banners/LW8CountdownBanner/VideoPreview.tsx |   2 +-
 .../ui/src/layout/banners/LWAnnouncement.tsx    |   2 +-
 5 files changed, 6 insertions(+), 6 deletions(-)
 create mode 100644 apps/www/public/images/launchweek/8/day5/yt_d5.jpg

diff --git a/apps/www/components/LaunchWeek/8/Releases/components/index.tsx b/apps/www/components/LaunchWeek/8/Releases/components/index.tsx
index 2d8c0107e15..038bb8c1e6b 100644
--- a/apps/www/components/LaunchWeek/8/Releases/components/index.tsx
+++ b/apps/www/components/LaunchWeek/8/Releases/components/index.tsx
@@ -236,7 +236,7 @@ export const AccordionHeader = ({
               trigger={
                 <VideoPreviewTrigger
                   title={`Watch: Day ${day}`}
-                  thumbnail={videoThumbnail ?? '/images/launchweek/8/day4/yt_d4.jpg'}
+                  thumbnail={videoThumbnail ?? '/images/launchweek/8/day5/yt_d5.jpg'}
                 />
               }
             />
diff --git a/apps/www/components/LaunchWeek/8/Releases/lw8_data.ts b/apps/www/components/LaunchWeek/8/Releases/lw8_data.ts
index f6a85ec866d..442dcc6225d 100644
--- a/apps/www/components/LaunchWeek/8/Releases/lw8_data.ts
+++ b/apps/www/components/LaunchWeek/8/Releases/lw8_data.ts
@@ -4,6 +4,7 @@ const images = {
   day_2_thumb: '/images/launchweek/8/day2/yt_d2.jpg',
   day_3_thumb: '/images/launchweek/8/day3/yt_d3.jpg',
   day_4_thumb: '/images/launchweek/8/day4/yt_d4.jpg',
+  day_5_thumb: '/images/launchweek/8/day5/yt_d5.jpg',
   '00-stay-remote': '/images/launchweek/8/day0/remote.png',
   '00-pg-server': '/images/launchweek/8/day0/pg-server.png',
   '00-constellation': '/images/launchweek/8/day0/constellation.svg',
@@ -201,9 +202,8 @@ const days: WeekDayProps[] = [
     description: '',
     d: 5,
     dd: 'Fri',
-    youtube_id: '',
-    blogpost: '',
-    docs: '',
+    youtube_id: 'gtJo1lTxHfs',
+    videoThumbnail: images.day_5_thumb,
     steps: [
       {
         title: 'Supabase Supavisor: 1M Postgres connections',
diff --git a/apps/www/public/images/launchweek/8/day5/yt_d5.jpg b/apps/www/public/images/launchweek/8/day5/yt_d5.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ac7ac8b09803258d965564bcf7b6d7189b482e22
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z3Hfuz+x%zm=TrXxhhP1V#MS+yqg+iJ`G)80dyILTM_n7{?{M6AJM`Po@8_a(siZ$i
z!>2Kh<IM86$Is*X=yy&30P&mk@vn}9+f!C*YHocNvq|P_`<hOAt~wpgS*r~*gL@}G
MbAINNZf30i*<fbN6aWAK

literal 0
HcmV?d00001

diff --git a/packages/ui/src/layout/banners/LW8CountdownBanner/VideoPreview.tsx b/packages/ui/src/layout/banners/LW8CountdownBanner/VideoPreview.tsx
index d085732998f..47bea4c6726 100644
--- a/packages/ui/src/layout/banners/LW8CountdownBanner/VideoPreview.tsx
+++ b/packages/ui/src/layout/banners/LW8CountdownBanner/VideoPreview.tsx
@@ -11,7 +11,7 @@ const VideoPreview = () => (
       </svg>
     </div>
     <Image
-      src="https://obuldanrptloktxcffvn.supabase.co/storage/v1/object/public/images/lw8/assets/yt_d4.jpg?t=2023-08-10T07%3A48%3A40.532Z"
+      src="https://obuldanrptloktxcffvn.supabase.co/storage/v1/object/public/images/lw8/assets/yt_d5.jpg?t=2023-08-11T06%3A31%3A39.412Z"
       alt="Video thumbnail"
       layout="fill"
       objectFit="cover"
diff --git a/packages/ui/src/layout/banners/LWAnnouncement.tsx b/packages/ui/src/layout/banners/LWAnnouncement.tsx
index 44655338dab..8a90abd24d7 100644
--- a/packages/ui/src/layout/banners/LWAnnouncement.tsx
+++ b/packages/ui/src/layout/banners/LWAnnouncement.tsx
@@ -95,7 +95,7 @@ const LWAnnouncement = ({
                 </svg>
               </div>
               <Image
-                src="https://obuldanrptloktxcffvn.supabase.co/storage/v1/object/public/images/lw8/assets/yt_d4.jpg?t=2023-08-10T07%3A48%3A40.532Z"
+                src="https://obuldanrptloktxcffvn.supabase.co/storage/v1/object/public/images/lw8/assets/yt_d5.jpg?t=2023-08-11T06%3A31%3A39.412Z"
                 alt="Youtube video thumbnail"
                 layout="fill"
                 objectFit="cover"

From 6241b56d4b90cdbbb78474d967650a521dc527a6 Mon Sep 17 00:00:00 2001
From: Francesco Sansalvadore <f.sansalvadore@gmail.com>
Date: Fri, 11 Aug 2023 09:30:31 +0200
Subject: [PATCH 45/58] add zoomable image in blog posts

---
 .../_blog/2023-08-09-supabase-studio-3-0.mdx  |  14 +-
 .../LaunchWeek/8/Releases/lw8_data.ts         |   8 +-
 .../components/ZoomableImg/ZoomContent.tsx    |   8 +
 .../components/ZoomableImg/ZoomableImg.tsx    |  12 +
 apps/www/lib/mdx/mdxComponents.tsx            |  29 +-
 apps/www/package.json                         |   1 +
 .../planetpg-angelico_de_los_reyes-rss.xml    |  10 +-
 apps/www/public/planetpg-ant_wilson-rss.xml   |   4 +-
 apps/www/public/planetpg-bo_lu-rss.xml        |   4 +-
 apps/www/public/planetpg-burggraf-rss.xml     |   6 +-
 apps/www/public/planetpg-egor_romanov-rss.xml |   6 +-
 apps/www/public/planetpg-gregnr-rss.xml       |   6 +-
 apps/www/public/planetpg-michel-rss.xml       |   6 +-
 apps/www/public/planetpg-oli_rice-rss.xml     |  16 +-
 .../public/planetpg-paul_copplestone-rss.xml  |  14 +-
 apps/www/public/planetpg-pavel-rss.xml        |   8 +-
 apps/www/public/planetpg-steve_chavez-rss.xml |   6 +-
 apps/www/public/planetpg-victor-rss.xml       |   8 +-
 apps/www/public/rss.xml                       | 421 +++++++++---------
 apps/www/styles/index.css                     |  14 +
 package-lock.json                             |  16 +
 21 files changed, 343 insertions(+), 274 deletions(-)
 create mode 100644 apps/www/components/ZoomableImg/ZoomContent.tsx
 create mode 100644 apps/www/components/ZoomableImg/ZoomableImg.tsx

diff --git a/apps/www/_blog/2023-08-09-supabase-studio-3-0.mdx b/apps/www/_blog/2023-08-09-supabase-studio-3-0.mdx
index c581d2a85c8..4a79f060d79 100644
--- a/apps/www/_blog/2023-08-09-supabase-studio-3-0.mdx
+++ b/apps/www/_blog/2023-08-09-supabase-studio-3-0.mdx
@@ -59,11 +59,11 @@ Today, we're releasing a huge improvement to our SQL Editor. First up, we've add
 
 Supabase AI is aware of the SQL snippet in the editor and can modify it for you. You can ask it to change `customers` to `customer_orders`, for example. You can interact with the code the same way you would converse with ChatGPT until it's just right.
 
-![Create a table](/images/blog/launch-week-8/day-3/create-orders.png)
+<Img src="/images/blog/launch-week-8/day-3/create-orders.png" alt="Create a table" />
 
 Next, we've added a diff view for changes that Supabase AI makes to your SQL snippet. You can tell Supabase AI what you want changed, and visualize it as you would a Git diff. From this view, you can accept or reject the diffs, and keep asking Supabase AI to make changes until you're satisfied.
 
-![Create a table diff](/images/blog/launch-week-8/day-3/create-orders-diff.png)
+<Img src="/images/blog/launch-week-8/day-3/create-orders-diff.png" alt="Create a table diff" />
 
 We've wondered for a long time how to make it easier to teach developers how to use SQL. It's fortunate we didn't solve this problem too quickly, as it turns out that AI does a much better job than we could do ourselves.
 
@@ -86,7 +86,7 @@ Along with these huge AI features, we also added a bunch of new improvements els
 
 ## Schema Visualizer
 
-![Schema Visualizer](/images/blog/launch-week-8/day-3/visualizer.png)
+<Img src="/images/blog/launch-week-8/day-3/visualizer.png" alt="Schema Visualizer" />
 
 For a while now, many Supabase users have been using [Zernonia's](https://github.com/zernonia) [Supabase Schema visualization tool](https://supabase-schema.vercel.app/). While this was an amazing tool, many users wanted to see something like this directly integrated into the Studio.
 
@@ -100,7 +100,7 @@ Postgres has built-in support for managing users and roles, and this release, we
 
 A few months back, we saw this [PR](https://github.com/supabase/supabase/pull/13745) come in out of the blue from [HTMHell](https://github.com/HTMHell). They built the entire thing with zero help or direction from our team. We were blown away. We had some changes to make on the backend to properly accommodate the UI, and now we're almost ready to get this out into the wild!
 
-![Role management](/images/blog/launch-week-8/day-3/role-management.png)
+<Img src="/images/blog/launch-week-8/day-3/role-management.png" alt="Role management" />
 
 Due to the security focus of this feature, we want to make sure we do a very thorough job of testing, so we're hoping to make this generally available in the next week or so.
 
@@ -110,7 +110,7 @@ Massive thanks to [HTMHell](https://github.com/HTMHell) (amazing handle btw) for
 
 Speaking of commonly requested features, this one has to be in the all-time top 5. Your beautiful, hand-crafted SQL snippets used to be yours and yours alone. Now you can share them with team members and let them bask in your technical prowess.
 
-![Share SQL Snippets](/images/blog/launch-week-8/day-3/share-query.png)
+<Img src="/images/blog/launch-week-8/day-3/share-query.png" alt="Share SQL Snippets" />
 
 You can create a set of project-wide snippets for doing common tasks, making it faster to collaborate and build. To share a snippet, just take a personal snippet that ~~Supabase AI~~ you wrote and share it with the project. It will show up in a new Project Snippets list that's visible to everyone on the team.
 
@@ -122,7 +122,7 @@ We're releasing a new UI for working with database migrations right from the Stu
 
 As migrations get run against your project from the CLI, you can see information in the Studio about when the migration was run, by who and what changes were made. [See the documentation](https://supabase.com/docs/guides/cli/local-development#database-migrations) to get started with migrations.
 
-![Migrations UI](/images/blog/launch-week-8/day-3/migrations.png)
+<Img src="/images/blog/launch-week-8/day-3/migrations.png" alt="Migrations UI" />
 
 ## Wrappers UI
 
@@ -130,7 +130,7 @@ During Launch Week 6, we [announced](https://supabase.com/blog/postgres-foreign-
 
 When we released Wrappers, we had support for just two providers — Stripe and Firebase. We're now up to 6! This round, we're happy to release support for S3, ClickHouse, BigQuery, and Logflare! Wrappers add a mind-bending level of extensibility to Supabase projects. You can pull data straight into your projects as though they were normal Supabase tables — you can even query them with our client libraries. It's a whole new world of possibilities.
 
-![Wrappers](/images/blog/launch-week-8/day-3/wrappers.png)
+<Img src="/images/blog/launch-week-8/day-3/wrappers.png" alt="Wrappers" />
 
 ## Wrapping Up
 
diff --git a/apps/www/components/LaunchWeek/8/Releases/lw8_data.ts b/apps/www/components/LaunchWeek/8/Releases/lw8_data.ts
index 442dcc6225d..f62e72ca12f 100644
--- a/apps/www/components/LaunchWeek/8/Releases/lw8_data.ts
+++ b/apps/www/components/LaunchWeek/8/Releases/lw8_data.ts
@@ -216,7 +216,7 @@ const days: WeekDayProps[] = [
       },
       {
         title: 'Community day',
-        blog: '/blog/lw8-community-day',
+        blog: '/blog/launch-week-8-community-day',
         hackernews: '',
         video: '',
         twitter_spaces: '',
@@ -224,11 +224,9 @@ const days: WeekDayProps[] = [
         steps: [],
       },
       {
-        title: 'SOC2 type 2 and HIPAA  compliant',
-        blog: '/blog/soc2-type2-and-hipaa-compliant',
+        title: 'SOC2 type 2 and HIPAA compliant',
+        blog: '/blog/supabase-soc2-hipaa',
         hackernews: '',
-        video: '',
-        twitter_spaces: '',
         bg_layers: [{ img: images['05-compliant'], mobileImg: images['05-compliant-mobile'] }],
         steps: [],
       },
diff --git a/apps/www/components/ZoomableImg/ZoomContent.tsx b/apps/www/components/ZoomableImg/ZoomContent.tsx
new file mode 100644
index 00000000000..c41eda15c43
--- /dev/null
+++ b/apps/www/components/ZoomableImg/ZoomContent.tsx
@@ -0,0 +1,8 @@
+const ZoomContent = ({
+  img,
+}: //onUnzoom,
+any) => {
+  return <figure className="[&_img]:rounded-md [&_img]:border">{img}</figure>
+}
+
+export default ZoomContent
diff --git a/apps/www/components/ZoomableImg/ZoomableImg.tsx b/apps/www/components/ZoomableImg/ZoomableImg.tsx
new file mode 100644
index 00000000000..291a3d4a964
--- /dev/null
+++ b/apps/www/components/ZoomableImg/ZoomableImg.tsx
@@ -0,0 +1,12 @@
+import Zoom from 'react-medium-image-zoom'
+import ZoomContent from './ZoomContent'
+
+const ZoomableImg = ({ zoomable = true, children }: any) => {
+  const Component = zoomable ? Zoom : 'span'
+
+  return (
+    <Component {...(zoomable ? { ZoomContent: ZoomContent } : undefined)}>{children}</Component>
+  )
+}
+
+export default ZoomableImg
diff --git a/apps/www/lib/mdx/mdxComponents.tsx b/apps/www/lib/mdx/mdxComponents.tsx
index 36493cb99c3..9aa0fa6debc 100644
--- a/apps/www/lib/mdx/mdxComponents.tsx
+++ b/apps/www/lib/mdx/mdxComponents.tsx
@@ -14,6 +14,9 @@ import {
   IconTriangle,
 } from 'ui'
 import ImageFadeStack from '~/components/ImageFadeStack'
+import ZoomableImg from '~/components/ZoomableImg/ZoomableImg'
+
+import 'react-medium-image-zoom/dist/styles.css'
 
 // import all components used in blog articles here
 // to do: move this into a helper/utils, it is used elsewhere
@@ -88,15 +91,25 @@ export default function mdxComponents(type?: 'blog' | 'lp' | undefined) {
       }
       return <img {...props} />
     },
-    Img: (props: any) => (
+    Img: ({ zoomable = true, ...props }: any) => (
       <figure>
-        <span className={['next-image--dynamic-fill', props.wide && 'wide'].join(' ')}>
-          <Image
-            {...props}
-            className={[type === 'blog' ? 'rounded-md border' : ''].join(' ')}
-            layout="fill"
-          />
-        </span>
+        <ZoomableImg zoomable={zoomable}>
+          <span className={['next-image--dynamic-fill', props.wide && 'wide'].join(' ')}>
+            {zoomable ? (
+              <img
+                {...props}
+                className={[type === 'blog' ? 'rounded-md border' : ''].join(' ')}
+                layout="fill"
+              />
+            ) : (
+              <Image
+                {...props}
+                className={[type === 'blog' ? 'rounded-md border' : ''].join(' ')}
+                layout="fill"
+              />
+            )}
+          </span>
+        </ZoomableImg>
         {props.caption && (
           <figcaption className={[getCaptionAlign(props.captionAlign)].join(' ')}>
             {props.caption}
diff --git a/apps/www/package.json b/apps/www/package.json
index d12b97bf9f4..3fc8fce95ce 100644
--- a/apps/www/package.json
+++ b/apps/www/package.json
@@ -48,6 +48,7 @@
     "react-dom": "^17.0.2",
     "react-ga": "^3.3.0",
     "react-markdown": "^8.0.3",
+    "react-medium-image-zoom": "^5.1.8",
     "react-syntax-highlighter": "^15.5.0",
     "react-tooltip": "^4.2.17",
     "react-transition-group": "^4.4.1",
diff --git a/apps/www/public/planetpg-angelico_de_los_reyes-rss.xml b/apps/www/public/planetpg-angelico_de_los_reyes-rss.xml
index 7ece5ef2d13..315db97c064 100644
--- a/apps/www/public/planetpg-angelico_de_los_reyes-rss.xml
+++ b/apps/www/public/planetpg-angelico_de_los_reyes-rss.xml
@@ -5,35 +5,35 @@
       <link>https://supabase.com/blog</link>
       <description>Latest Postgres news from Angelico de los Reyes at Supabase</description>
       <language>en</language>
-      <lastBuildDate>Thu, 15 Dec 2022 03:30:00 GMT</lastBuildDate>
+      <lastBuildDate>Thu, 15 Dec 2022 23:00:00 GMT</lastBuildDate>
       <atom:link href="https://supabase.com/planetpg-angelico_de_los_reyes-rss.xml" rel="self" type="application/rss+xml"/>
       <item>
   <guid>https://supabase.com/blog/postgres-point-in-time-recovery</guid>
   <title>Point in Time Recovery is now available for Pro projects</title>
   <link>https://supabase.com/blog/postgres-point-in-time-recovery</link>
   <description>We&apos;re making PITR available for more projects, with a new Dashboard UI that makes it simple to use.</description>
-  <pubDate>Thu, 15 Dec 2022 03:30:00 GMT</pubDate>
+  <pubDate>Thu, 15 Dec 2022 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/continuous-postgresql-backup-walg</guid>
   <title>Continuous PostgreSQL Backups using WAL-G</title>
   <link>https://supabase.com/blog/continuous-postgresql-backup-walg</link>
   <description>Have you ever wanted to restore your database&apos;s state to a particular moment in time? This post explains how, using WAL-G.</description>
-  <pubDate>Sun, 02 Aug 2020 02:30:00 GMT</pubDate>
+  <pubDate>Sat, 01 Aug 2020 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/postgresql-templates</guid>
   <title>What are PostgreSQL Templates?</title>
   <link>https://supabase.com/blog/postgresql-templates</link>
   <description>What are PostgreSQL templates and what are they used for?</description>
-  <pubDate>Thu, 09 Jul 2020 02:30:00 GMT</pubDate>
+  <pubDate>Wed, 08 Jul 2020 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/postgresql-physical-logical-backups</guid>
   <title>Physical vs Logical Backups in PostgreSQL</title>
   <link>https://supabase.com/blog/postgresql-physical-logical-backups</link>
   <description>What are physical and logical backups in Postgres?</description>
-  <pubDate>Tue, 07 Jul 2020 02:30:00 GMT</pubDate>
+  <pubDate>Mon, 06 Jul 2020 22:00:00 GMT</pubDate>
 </item>
 
     </channel>
diff --git a/apps/www/public/planetpg-ant_wilson-rss.xml b/apps/www/public/planetpg-ant_wilson-rss.xml
index 285ce8f9cbb..7733d8ee02d 100644
--- a/apps/www/public/planetpg-ant_wilson-rss.xml
+++ b/apps/www/public/planetpg-ant_wilson-rss.xml
@@ -5,14 +5,14 @@
       <link>https://supabase.com/blog</link>
       <description>Latest Postgres news from Ant Wilson at Supabase</description>
       <language>en</language>
-      <lastBuildDate>Sat, 27 Feb 2021 03:30:00 GMT</lastBuildDate>
+      <lastBuildDate>Fri, 26 Feb 2021 23:00:00 GMT</lastBuildDate>
       <atom:link href="https://supabase.com/planetpg-ant_wilson-rss.xml" rel="self" type="application/rss+xml"/>
       <item>
   <guid>https://supabase.com/blog/cracking-postgres-interview</guid>
   <title>Cracking PostgreSQL Interview Questions</title>
   <link>https://supabase.com/blog/cracking-postgres-interview</link>
   <description>Understand the top PostgreSQL Interview Questions</description>
-  <pubDate>Sat, 27 Feb 2021 03:30:00 GMT</pubDate>
+  <pubDate>Fri, 26 Feb 2021 23:00:00 GMT</pubDate>
 </item>
 
     </channel>
diff --git a/apps/www/public/planetpg-bo_lu-rss.xml b/apps/www/public/planetpg-bo_lu-rss.xml
index 1899465fcb8..23958771024 100644
--- a/apps/www/public/planetpg-bo_lu-rss.xml
+++ b/apps/www/public/planetpg-bo_lu-rss.xml
@@ -5,14 +5,14 @@
       <link>https://supabase.com/blog</link>
       <description>Latest Postgres news from Bo Lu at Supabase</description>
       <language>en</language>
-      <lastBuildDate>Wed, 14 Dec 2022 03:30:00 GMT</lastBuildDate>
+      <lastBuildDate>Wed, 14 Dec 2022 23:00:00 GMT</lastBuildDate>
       <atom:link href="https://supabase.com/planetpg-bo_lu-rss.xml" rel="self" type="application/rss+xml"/>
       <item>
   <guid>https://supabase.com/blog/postgres-foreign-data-wrappers-rust</guid>
   <title>Supabase Wrappers, a Postgres FDW framework written in Rust</title>
   <link>https://supabase.com/blog/postgres-foreign-data-wrappers-rust</link>
   <description>A framework for building Postgres Foreign Data Wrappers which connects to Stripe, Firebase, Clickhouse, and more.</description>
-  <pubDate>Wed, 14 Dec 2022 03:30:00 GMT</pubDate>
+  <pubDate>Wed, 14 Dec 2022 23:00:00 GMT</pubDate>
 </item>
 
     </channel>
diff --git a/apps/www/public/planetpg-burggraf-rss.xml b/apps/www/public/planetpg-burggraf-rss.xml
index 8013c6289ab..60c2881d539 100644
--- a/apps/www/public/planetpg-burggraf-rss.xml
+++ b/apps/www/public/planetpg-burggraf-rss.xml
@@ -5,21 +5,21 @@
       <link>https://supabase.com/blog</link>
       <description>Latest Postgres news from Mark Burggraf at Supabase</description>
       <language>en</language>
-      <lastBuildDate>Wed, 23 Nov 2022 03:30:00 GMT</lastBuildDate>
+      <lastBuildDate>Wed, 23 Nov 2022 23:00:00 GMT</lastBuildDate>
       <atom:link href="https://supabase.com/planetpg-burggraf-rss.xml" rel="self" type="application/rss+xml"/>
       <item>
   <guid>https://supabase.com/blog/sql-or-nosql-both-with-postgresql</guid>
   <title>SQL or NoSQL? Why not use both (with PostgreSQL)?</title>
   <link>https://supabase.com/blog/sql-or-nosql-both-with-postgresql</link>
   <description>How to turn Postgres into an easy-to-use NoSQL database that retains all the power of SQL</description>
-  <pubDate>Wed, 23 Nov 2022 03:30:00 GMT</pubDate>
+  <pubDate>Wed, 23 Nov 2022 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/postgres-wasm</guid>
   <title>Postgres WASM by Snaplet and Supabase</title>
   <link>https://supabase.com/blog/postgres-wasm</link>
   <description>We&apos;re open sourcing postgres-wasm, a PostgresQL server that runs inside a browser, with our friends at Snaplet.</description>
-  <pubDate>Sun, 02 Oct 2022 02:30:00 GMT</pubDate>
+  <pubDate>Sun, 02 Oct 2022 22:00:00 GMT</pubDate>
 </item>
 
     </channel>
diff --git a/apps/www/public/planetpg-egor_romanov-rss.xml b/apps/www/public/planetpg-egor_romanov-rss.xml
index 925fa6c1bac..78e132e7d5b 100644
--- a/apps/www/public/planetpg-egor_romanov-rss.xml
+++ b/apps/www/public/planetpg-egor_romanov-rss.xml
@@ -5,21 +5,21 @@
       <link>https://supabase.com/blog</link>
       <description>Latest Postgres news from Egor Romanov at Supabase</description>
       <language>en</language>
-      <lastBuildDate>Wed, 02 Aug 2023 02:30:00 GMT</lastBuildDate>
+      <lastBuildDate>Wed, 02 Aug 2023 22:00:00 GMT</lastBuildDate>
       <atom:link href="https://supabase.com/planetpg-egor_romanov-rss.xml" rel="self" type="application/rss+xml"/>
       <item>
   <guid>https://supabase.com/blog/fewer-dimensions-are-better-pgvector</guid>
   <title>pgvector: Fewer dimensions are better</title>
   <link>https://supabase.com/blog/fewer-dimensions-are-better-pgvector</link>
   <description>Increase performance in pgvector by using embedding vectors with fewer dimensions</description>
-  <pubDate>Wed, 02 Aug 2023 02:30:00 GMT</pubDate>
+  <pubDate>Wed, 02 Aug 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/pgvector-performance</guid>
   <title>pgvector 0.4.0 performance</title>
   <link>https://supabase.com/blog/pgvector-performance</link>
   <description>There&apos;s been lot of talk about pgvector performance lately, so we took some datasets and pushed pgvector to the limits to find out its strengths and limitations.</description>
-  <pubDate>Wed, 12 Jul 2023 02:30:00 GMT</pubDate>
+  <pubDate>Wed, 12 Jul 2023 22:00:00 GMT</pubDate>
 </item>
 
     </channel>
diff --git a/apps/www/public/planetpg-gregnr-rss.xml b/apps/www/public/planetpg-gregnr-rss.xml
index f8bc73c198b..5c5db752187 100644
--- a/apps/www/public/planetpg-gregnr-rss.xml
+++ b/apps/www/public/planetpg-gregnr-rss.xml
@@ -5,21 +5,21 @@
       <link>https://supabase.com/blog</link>
       <description>Latest Postgres news from Greg Richardson at Supabase</description>
       <language>en</language>
-      <lastBuildDate>Wed, 02 Aug 2023 02:30:00 GMT</lastBuildDate>
+      <lastBuildDate>Wed, 02 Aug 2023 22:00:00 GMT</lastBuildDate>
       <atom:link href="https://supabase.com/planetpg-gregnr-rss.xml" rel="self" type="application/rss+xml"/>
       <item>
   <guid>https://supabase.com/blog/fewer-dimensions-are-better-pgvector</guid>
   <title>pgvector: Fewer dimensions are better</title>
   <link>https://supabase.com/blog/fewer-dimensions-are-better-pgvector</link>
   <description>Increase performance in pgvector by using embedding vectors with fewer dimensions</description>
-  <pubDate>Wed, 02 Aug 2023 02:30:00 GMT</pubDate>
+  <pubDate>Wed, 02 Aug 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/openai-embeddings-postgres-vector</guid>
   <title>Storing OpenAI embeddings in Postgres with pgvector</title>
   <link>https://supabase.com/blog/openai-embeddings-postgres-vector</link>
   <description>An example of how to build an AI-powered search engine using OpenAI&apos;s embeddings and PostgreSQL.</description>
-  <pubDate>Sun, 05 Feb 2023 03:30:00 GMT</pubDate>
+  <pubDate>Sun, 05 Feb 2023 23:00:00 GMT</pubDate>
 </item>
 
     </channel>
diff --git a/apps/www/public/planetpg-michel-rss.xml b/apps/www/public/planetpg-michel-rss.xml
index d09950e4579..579efc5a58f 100644
--- a/apps/www/public/planetpg-michel-rss.xml
+++ b/apps/www/public/planetpg-michel-rss.xml
@@ -5,21 +5,21 @@
       <link>https://supabase.com/blog</link>
       <description>Latest Postgres news from Michel Pelletier at Supabase</description>
       <language>en</language>
-      <lastBuildDate>Thu, 15 Dec 2022 03:30:00 GMT</lastBuildDate>
+      <lastBuildDate>Thu, 15 Dec 2022 23:00:00 GMT</lastBuildDate>
       <atom:link href="https://supabase.com/planetpg-michel-rss.xml" rel="self" type="application/rss+xml"/>
       <item>
   <guid>https://supabase.com/blog/vault-now-in-beta</guid>
   <title>Supabase Vault is now in Beta</title>
   <link>https://supabase.com/blog/vault-now-in-beta</link>
   <description>A Postgres extension to store encrypted secrets and encrypt data.</description>
-  <pubDate>Thu, 15 Dec 2022 03:30:00 GMT</pubDate>
+  <pubDate>Thu, 15 Dec 2022 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/transparent-column-encryption-with-postgres</guid>
   <title>Transparent Column Encryption with Postgres</title>
   <link>https://supabase.com/blog/transparent-column-encryption-with-postgres</link>
   <description>Using pgsodium&apos;s Transparent Column Encryption to encrypt data and provide your users with row-level encryption.</description>
-  <pubDate>Wed, 30 Nov 2022 03:30:00 GMT</pubDate>
+  <pubDate>Wed, 30 Nov 2022 23:00:00 GMT</pubDate>
 </item>
 
     </channel>
diff --git a/apps/www/public/planetpg-oli_rice-rss.xml b/apps/www/public/planetpg-oli_rice-rss.xml
index 83f449171c7..9f60e49a86a 100644
--- a/apps/www/public/planetpg-oli_rice-rss.xml
+++ b/apps/www/public/planetpg-oli_rice-rss.xml
@@ -5,56 +5,56 @@
       <link>https://supabase.com/blog</link>
       <description>Latest Postgres news from Oliver Rice at Supabase</description>
       <language>en</language>
-      <lastBuildDate>Wed, 02 Aug 2023 02:30:00 GMT</lastBuildDate>
+      <lastBuildDate>Wed, 02 Aug 2023 22:00:00 GMT</lastBuildDate>
       <atom:link href="https://supabase.com/planetpg-oli_rice-rss.xml" rel="self" type="application/rss+xml"/>
       <item>
   <guid>https://supabase.com/blog/fewer-dimensions-are-better-pgvector</guid>
   <title>pgvector: Fewer dimensions are better</title>
   <link>https://supabase.com/blog/fewer-dimensions-are-better-pgvector</link>
   <description>Increase performance in pgvector by using embedding vectors with fewer dimensions</description>
-  <pubDate>Wed, 02 Aug 2023 02:30:00 GMT</pubDate>
+  <pubDate>Wed, 02 Aug 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/whats-new-in-pg-graphql-v1-2</guid>
   <title>What&apos;s New in pg_graphql v1.2</title>
   <link>https://supabase.com/blog/whats-new-in-pg-graphql-v1-2</link>
   <description>New Features in the v1.2 release of pg_graphql</description>
-  <pubDate>Thu, 20 Apr 2023 02:30:00 GMT</pubDate>
+  <pubDate>Thu, 20 Apr 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/type-constraints-in-65-lines-of-sql</guid>
   <title>Type Constraints in 65 lines of SQL</title>
   <link>https://supabase.com/blog/type-constraints-in-65-lines-of-sql</link>
   <description>Creating validated data types in Postgres</description>
-  <pubDate>Thu, 16 Feb 2023 03:30:00 GMT</pubDate>
+  <pubDate>Thu, 16 Feb 2023 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/pg-graphql-v1</guid>
   <title>pg_graphql v1.0</title>
   <link>https://supabase.com/blog/pg-graphql-v1</link>
   <description>Announcing the v1.0 release of pg_graphql</description>
-  <pubDate>Thu, 15 Dec 2022 03:30:00 GMT</pubDate>
+  <pubDate>Thu, 15 Dec 2022 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/postgres-foreign-data-wrappers-rust</guid>
   <title>Supabase Wrappers, a Postgres FDW framework written in Rust</title>
   <link>https://supabase.com/blog/postgres-foreign-data-wrappers-rust</link>
   <description>A framework for building Postgres Foreign Data Wrappers which connects to Stripe, Firebase, Clickhouse, and more.</description>
-  <pubDate>Wed, 14 Dec 2022 03:30:00 GMT</pubDate>
+  <pubDate>Wed, 14 Dec 2022 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/pg-jsonschema-a-postgres-extension-for-json-validation</guid>
   <title>pg_jsonschema: JSON Schema support for Postgres</title>
   <link>https://supabase.com/blog/pg-jsonschema-a-postgres-extension-for-json-validation</link>
   <description>Today we&apos;re releasing pg_jsonschema, a Postgres extension for JSON validation.</description>
-  <pubDate>Thu, 18 Aug 2022 02:30:00 GMT</pubDate>
+  <pubDate>Thu, 18 Aug 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/postgres-audit</guid>
   <title>Postgres Auditing in 150 lines of SQL</title>
   <link>https://supabase.com/blog/postgres-audit</link>
   <description>PostgreSQL has a robust set of features which we can leverage to create a generic auditing solution in 150 lines of SQL.</description>
-  <pubDate>Mon, 07 Mar 2022 03:30:00 GMT</pubDate>
+  <pubDate>Mon, 07 Mar 2022 23:00:00 GMT</pubDate>
 </item>
 
     </channel>
diff --git a/apps/www/public/planetpg-paul_copplestone-rss.xml b/apps/www/public/planetpg-paul_copplestone-rss.xml
index 514a120378a..898129ded4a 100644
--- a/apps/www/public/planetpg-paul_copplestone-rss.xml
+++ b/apps/www/public/planetpg-paul_copplestone-rss.xml
@@ -5,49 +5,49 @@
       <link>https://supabase.com/blog</link>
       <description>Latest Postgres news from Paul Copplestone at Supabase</description>
       <language>en</language>
-      <lastBuildDate>Sun, 30 Apr 2023 02:30:00 GMT</lastBuildDate>
+      <lastBuildDate>Sun, 30 Apr 2023 22:00:00 GMT</lastBuildDate>
       <atom:link href="https://supabase.com/planetpg-paul_copplestone-rss.xml" rel="self" type="application/rss+xml"/>
       <item>
   <guid>https://supabase.com/blog/postgres-pluggable-strorage</guid>
   <title>Next steps for Postgres pluggable storage</title>
   <link>https://supabase.com/blog/postgres-pluggable-strorage</link>
   <description>Exploring history of Postgres pluggable storage and the possibility of landing it in the Postgres core.</description>
-  <pubDate>Sun, 30 Apr 2023 02:30:00 GMT</pubDate>
+  <pubDate>Sun, 30 Apr 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/postgres-foreign-data-wrappers-rust</guid>
   <title>Supabase Wrappers, a Postgres FDW framework written in Rust</title>
   <link>https://supabase.com/blog/postgres-foreign-data-wrappers-rust</link>
   <description>A framework for building Postgres Foreign Data Wrappers which connects to Stripe, Firebase, Clickhouse, and more.</description>
-  <pubDate>Wed, 14 Dec 2022 03:30:00 GMT</pubDate>
+  <pubDate>Wed, 14 Dec 2022 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/postgres-crdt</guid>
   <title>pg_crdt - an experimental CRDT extension for Postgres</title>
   <link>https://supabase.com/blog/postgres-crdt</link>
   <description>Embedding Yjs and Automerge into Postgres for collaborative applications.</description>
-  <pubDate>Fri, 09 Dec 2022 03:30:00 GMT</pubDate>
+  <pubDate>Fri, 09 Dec 2022 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/partial-postgresql-data-dumps-with-rls</guid>
   <title>Partial data dumps using Postgres Row Level Security</title>
   <link>https://supabase.com/blog/partial-postgresql-data-dumps-with-rls</link>
   <description>Using RLS to create seed files for local PostgreSQL testing.</description>
-  <pubDate>Mon, 27 Jun 2022 02:30:00 GMT</pubDate>
+  <pubDate>Mon, 27 Jun 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/postgres-as-a-cron-server</guid>
   <title>Postgres as a CRON Server</title>
   <link>https://supabase.com/blog/postgres-as-a-cron-server</link>
   <description>Running repetitive tasks with your Postgres database.</description>
-  <pubDate>Fri, 05 Mar 2021 03:30:00 GMT</pubDate>
+  <pubDate>Thu, 04 Mar 2021 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/postgresql-views</guid>
   <title>Postgres Views</title>
   <link>https://supabase.com/blog/postgresql-views</link>
   <description>Creating and using a view in PostgreSQL.</description>
-  <pubDate>Wed, 18 Nov 2020 03:30:00 GMT</pubDate>
+  <pubDate>Tue, 17 Nov 2020 23:00:00 GMT</pubDate>
 </item>
 
     </channel>
diff --git a/apps/www/public/planetpg-pavel-rss.xml b/apps/www/public/planetpg-pavel-rss.xml
index 376d54b9a0f..b0e33cbb033 100644
--- a/apps/www/public/planetpg-pavel-rss.xml
+++ b/apps/www/public/planetpg-pavel-rss.xml
@@ -5,28 +5,28 @@
       <link>https://supabase.com/blog</link>
       <description>Latest Postgres news from Pavel Borisov at Supabase</description>
       <language>en</language>
-      <lastBuildDate>Wed, 12 Jul 2023 02:30:00 GMT</lastBuildDate>
+      <lastBuildDate>Wed, 12 Jul 2023 22:00:00 GMT</lastBuildDate>
       <atom:link href="https://supabase.com/planetpg-pavel-rss.xml" rel="self" type="application/rss+xml"/>
       <item>
   <guid>https://supabase.com/blog/pgvector-performance</guid>
   <title>pgvector 0.4.0 performance</title>
   <link>https://supabase.com/blog/pgvector-performance</link>
   <description>There&apos;s been lot of talk about pgvector performance lately, so we took some datasets and pushed pgvector to the limits to find out its strengths and limitations.</description>
-  <pubDate>Wed, 12 Jul 2023 02:30:00 GMT</pubDate>
+  <pubDate>Wed, 12 Jul 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/new-in-postgres-15</guid>
   <title>What&apos;s new in Postgres 15?</title>
   <link>https://supabase.com/blog/new-in-postgres-15</link>
   <description>Describes the release of Postgres 15, new features and reasons to use it</description>
-  <pubDate>Thu, 15 Dec 2022 03:30:00 GMT</pubDate>
+  <pubDate>Thu, 15 Dec 2022 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/postgresql-commitfest</guid>
   <title>What is PostgreSQL commitfest and how to contribute</title>
   <link>https://supabase.com/blog/postgresql-commitfest</link>
   <description>A time-tested method for contributing to the core Postgres code</description>
-  <pubDate>Wed, 26 Oct 2022 02:30:00 GMT</pubDate>
+  <pubDate>Wed, 26 Oct 2022 22:00:00 GMT</pubDate>
 </item>
 
     </channel>
diff --git a/apps/www/public/planetpg-steve_chavez-rss.xml b/apps/www/public/planetpg-steve_chavez-rss.xml
index c1ce44c7e2c..d847d3c1fb7 100644
--- a/apps/www/public/planetpg-steve_chavez-rss.xml
+++ b/apps/www/public/planetpg-steve_chavez-rss.xml
@@ -5,21 +5,21 @@
       <link>https://supabase.com/blog</link>
       <description>Latest Postgres news from Steve Chavez at Supabase</description>
       <language>en</language>
-      <lastBuildDate>Thu, 15 Dec 2022 03:30:00 GMT</lastBuildDate>
+      <lastBuildDate>Thu, 15 Dec 2022 23:00:00 GMT</lastBuildDate>
       <atom:link href="https://supabase.com/planetpg-steve_chavez-rss.xml" rel="self" type="application/rss+xml"/>
       <item>
   <guid>https://supabase.com/blog/postgrest-11-prerelease</guid>
   <title>PostgREST 11 pre-release</title>
   <link>https://supabase.com/blog/postgrest-11-prerelease</link>
   <description>Describes new features of PostgREST 11 pre-release</description>
-  <pubDate>Thu, 15 Dec 2022 03:30:00 GMT</pubDate>
+  <pubDate>Thu, 15 Dec 2022 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/roles-postgres-hooks</guid>
   <title>Protecting reserved roles with PostgreSQL Hooks</title>
   <link>https://supabase.com/blog/roles-postgres-hooks</link>
   <description>Using Postgres Hooks to protect functionality in your Postgres database.</description>
-  <pubDate>Thu, 01 Jul 2021 02:30:00 GMT</pubDate>
+  <pubDate>Thu, 01 Jul 2021 22:00:00 GMT</pubDate>
 </item>
 
     </channel>
diff --git a/apps/www/public/planetpg-victor-rss.xml b/apps/www/public/planetpg-victor-rss.xml
index 80df1ae78a8..fa14b827b4b 100644
--- a/apps/www/public/planetpg-victor-rss.xml
+++ b/apps/www/public/planetpg-victor-rss.xml
@@ -5,28 +5,28 @@
       <link>https://supabase.com/blog</link>
       <description>Latest Postgres news from Victor at Supabase</description>
       <language>en</language>
-      <lastBuildDate>Thu, 13 Oct 2022 02:30:00 GMT</lastBuildDate>
+      <lastBuildDate>Thu, 13 Oct 2022 22:00:00 GMT</lastBuildDate>
       <atom:link href="https://supabase.com/planetpg-victor-rss.xml" rel="self" type="application/rss+xml"/>
       <item>
   <guid>https://supabase.com/blog/postgres-full-text-search-vs-the-rest</guid>
   <title>Postgres Full Text Search vs the rest</title>
   <link>https://supabase.com/blog/postgres-full-text-search-vs-the-rest</link>
   <description>Comparing one of the most popular Postgres features against alternatives</description>
-  <pubDate>Thu, 13 Oct 2022 02:30:00 GMT</pubDate>
+  <pubDate>Thu, 13 Oct 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/choosing-a-postgres-primary-key</guid>
   <title>Choosing a Postgres Primary Key</title>
   <link>https://supabase.com/blog/choosing-a-postgres-primary-key</link>
   <description>Turns out the question of which identifier to use as a Primary Key is complicated -- we&apos;re going to dive into some of the complexity and inherent trade-offs, and figure things out</description>
-  <pubDate>Wed, 07 Sep 2022 02:30:00 GMT</pubDate>
+  <pubDate>Wed, 07 Sep 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/seen-by-in-postgresql</guid>
   <title>Implementing &quot;seen by&quot; functionality with Postgres</title>
   <link>https://supabase.com/blog/seen-by-in-postgresql</link>
   <description>Different approaches for tracking visitor counts with PostgreSQL.</description>
-  <pubDate>Sun, 17 Jul 2022 02:30:00 GMT</pubDate>
+  <pubDate>Sun, 17 Jul 2022 22:00:00 GMT</pubDate>
 </item>
 
     </channel>
diff --git a/apps/www/public/rss.xml b/apps/www/public/rss.xml
index 1f3e9dfe57a..8434f50998e 100644
--- a/apps/www/public/rss.xml
+++ b/apps/www/public/rss.xml
@@ -5,1407 +5,1414 @@
       <link>https://supabase.com</link>
       <description>Latest news from Supabase</description>
       <language>en</language>
-      <lastBuildDate>Tue, 08 Aug 2023 02:30:00 GMT</lastBuildDate>
+      <lastBuildDate>Wed, 09 Aug 2023 22:00:00 GMT</lastBuildDate>
       <atom:link href="https://supabase.com/rss.xml" rel="self" type="application/rss+xml"/>
       <item>
+  <guid>https://supabase.com/blog/supabase-integrations-marketplace</guid>
+  <title>Supabase Integrations Marketplace</title>
+  <link>https://supabase.com/blog/supabase-integrations-marketplace</link>
+  <description>Become a Supabase Integrations Partner: Publish OAuth Apps and Build with Supabase.</description>
+  <pubDate>Wed, 09 Aug 2023 22:00:00 GMT</pubDate>
+</item>
+<item>
+  <guid>https://supabase.com/blog/using-supabase-with-vercel</guid>
+  <title>Vercel Integration and Next.js App Router Support</title>
+  <link>https://supabase.com/blog/using-supabase-with-vercel</link>
+  <description>Using Supabase with Vercel and Next.js is now a lot easier.</description>
+  <pubDate>Wed, 09 Aug 2023 22:00:00 GMT</pubDate>
+</item>
+<item>
   <guid>https://supabase.com/blog/supabase-studio-3-0</guid>
   <title>Supabase Studio 3.0: AI SQL Editor, Schema Diagrams, and new Wrappers</title>
   <link>https://supabase.com/blog/supabase-studio-3-0</link>
   <description>Supabase Studio now comes with an AI assisted SQL Editor, schema diagrams, and much more.</description>
-  <pubDate>Tue, 08 Aug 2023 02:30:00 GMT</pubDate>
+  <pubDate>Tue, 08 Aug 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-local-dev</guid>
   <title>Supabase Local Dev: migrations, branching, and observability</title>
   <link>https://supabase.com/blog/supabase-local-dev</link>
   <description>New features to streamline the interaction between CLI, code editors, and remote databases.</description>
-  <pubDate>Mon, 07 Aug 2023 02:30:00 GMT</pubDate>
+  <pubDate>Mon, 07 Aug 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/hugging-face-supabase</guid>
   <title>Hugging Face is now supported in Supabase</title>
   <link>https://supabase.com/blog/hugging-face-supabase</link>
   <description>We&apos;ve added support Hugging Face support in our Python Vector Client and Edge Functions.</description>
-  <pubDate>Sun, 06 Aug 2023 02:30:00 GMT</pubDate>
+  <pubDate>Sun, 06 Aug 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/why-supabase-remote</guid>
   <title>Why we&apos;ll stay remote</title>
   <link>https://supabase.com/blog/why-supabase-remote</link>
   <description>Offices are making a comeback, just not at Supabase.</description>
-  <pubDate>Fri, 04 Aug 2023 02:30:00 GMT</pubDate>
+  <pubDate>Fri, 04 Aug 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/interactive-constellation-threejs-react-three-fiber</guid>
   <title>Coding the stars - an interactive constellation with Three.js and React Three Fiber</title>
   <link>https://supabase.com/blog/interactive-constellation-threejs-react-three-fiber</link>
   <description>How we built a constellation of stars with Three.js and React Three Fiber.</description>
-  <pubDate>Thu, 03 Aug 2023 02:30:00 GMT</pubDate>
+  <pubDate>Thu, 03 Aug 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/fewer-dimensions-are-better-pgvector</guid>
   <title>pgvector: Fewer dimensions are better</title>
   <link>https://supabase.com/blog/fewer-dimensions-are-better-pgvector</link>
   <description>Increase performance in pgvector by using embedding vectors with fewer dimensions</description>
-  <pubDate>Wed, 02 Aug 2023 02:30:00 GMT</pubDate>
+  <pubDate>Wed, 02 Aug 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/beta-update-july-2023</guid>
   <title>Supabase Beta July 2023</title>
   <link>https://supabase.com/blog/beta-update-july-2023</link>
   <description>Launch Week 8 is coming - but we still shipped some goodies during July</description>
-  <pubDate>Tue, 01 Aug 2023 02:30:00 GMT</pubDate>
+  <pubDate>Tue, 01 Aug 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/react-native-storage</guid>
   <title>React Native file upload with Supabase Storage</title>
   <link>https://supabase.com/blog/react-native-storage</link>
   <description>Learn how to implement authentication and file upload in a React Native app.</description>
-  <pubDate>Mon, 31 Jul 2023 02:30:00 GMT</pubDate>
+  <pubDate>Mon, 31 Jul 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-lw8-hackathon</guid>
   <title>Supabase Launch Week 8 Hackathon</title>
   <link>https://supabase.com/blog/supabase-lw8-hackathon</link>
   <description>Build an Open Source Project over 10 days. 5 prize categories.</description>
-  <pubDate>Mon, 24 Jul 2023 02:30:00 GMT</pubDate>
+  <pubDate>Mon, 24 Jul 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/flutter-authentication</guid>
   <title>Getting started with Flutter authentication</title>
   <link>https://supabase.com/blog/flutter-authentication</link>
   <description>Learn how authentication on Flutter works through Google sign in with Supabase auth.</description>
-  <pubDate>Mon, 17 Jul 2023 02:30:00 GMT</pubDate>
+  <pubDate>Mon, 17 Jul 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/pgvector-performance</guid>
   <title>pgvector 0.4.0 performance</title>
   <link>https://supabase.com/blog/pgvector-performance</link>
   <description>There&apos;s been lot of talk about pgvector performance lately, so we took some datasets and pushed pgvector to the limits to find out its strengths and limitations.</description>
-  <pubDate>Wed, 12 Jul 2023 02:30:00 GMT</pubDate>
+  <pubDate>Wed, 12 Jul 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/postgrest-11-1-release</guid>
   <title>What is new in PostgREST v11.1?</title>
   <link>https://supabase.com/blog/postgrest-11-1-release</link>
   <description>Impersonated Role Settings, Configurable Isolation Level, improved Bulk Insert, and more</description>
-  <pubDate>Tue, 11 Jul 2023 02:30:00 GMT</pubDate>
+  <pubDate>Tue, 11 Jul 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-beta-update-june-2023</guid>
   <title>Supabase Beta June 2023</title>
   <link>https://supabase.com/blog/supabase-beta-update-june-2023</link>
   <description>A plethora of announcements... read till the end to find out when is the new Launch Week</description>
-  <pubDate>Wed, 05 Jul 2023 02:30:00 GMT</pubDate>
+  <pubDate>Wed, 05 Jul 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/native-mobile-auth</guid>
   <title>Native Mobile Auth Support for Google and Apple Sign in</title>
   <link>https://supabase.com/blog/native-mobile-auth</link>
   <description>Supabase auth adds full support for native mobile sign in with Apple and Google.</description>
-  <pubDate>Mon, 26 Jun 2023 02:30:00 GMT</pubDate>
+  <pubDate>Mon, 26 Jun 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-beta-update-may-2023</guid>
   <title>Supabase Beta May 2023</title>
   <link>https://supabase.com/blog/supabase-beta-update-may-2023</link>
   <description>Learn about the great things we shipped last month. Spoiler alert... lots of AI.</description>
-  <pubDate>Thu, 08 Jun 2023 02:30:00 GMT</pubDate>
+  <pubDate>Thu, 08 Jun 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/vecs</guid>
   <title>Supabase Vecs: a vector client for Postgres</title>
   <link>https://supabase.com/blog/vecs</link>
   <description>Introducing Supabase Vecs, a PostgreSQL vector client</description>
-  <pubDate>Sun, 28 May 2023 02:30:00 GMT</pubDate>
+  <pubDate>Sun, 28 May 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/flutter-hackathon-winners</guid>
   <title>Flutter Hackathon Winners</title>
   <link>https://supabase.com/blog/flutter-hackathon-winners</link>
   <description>Announcing the winners of the Flutter Hackathon!</description>
-  <pubDate>Sun, 28 May 2023 02:30:00 GMT</pubDate>
+  <pubDate>Sun, 28 May 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/chatgpt-plugins-support-postgres</guid>
   <title>ChatGPT plugins now support Postgres &amp; Supabase</title>
   <link>https://supabase.com/blog/chatgpt-plugins-support-postgres</link>
   <description>Supabase recently contributed to the OpenAI Retrieval Plugin repo with a Postgres and a Supabase implementation to help developers build ChatGPT plugins using pgvector.</description>
-  <pubDate>Wed, 24 May 2023 02:30:00 GMT</pubDate>
+  <pubDate>Wed, 24 May 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/building-chatgpt-plugins-template</guid>
   <title>Building ChatGPT Plugins with Supabase Edge Runtime</title>
   <link>https://supabase.com/blog/building-chatgpt-plugins-template</link>
   <description>We&apos;re releasing a ChatGPT plugin template written in TypeScript and running on Deno!</description>
-  <pubDate>Sun, 14 May 2023 02:30:00 GMT</pubDate>
+  <pubDate>Sun, 14 May 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/flutter-hackathon</guid>
   <title>Flutter Hackathon</title>
   <link>https://supabase.com/blog/flutter-hackathon</link>
   <description>Build Flutter apps and win limited edition swag.</description>
-  <pubDate>Thu, 11 May 2023 02:30:00 GMT</pubDate>
+  <pubDate>Thu, 11 May 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-beta-update-april-2023</guid>
   <title>Supabase Beta April 2023</title>
   <link>https://supabase.com/blog/supabase-beta-update-april-2023</link>
   <description>A review of Launch Week 7 and more exciting updates from last month.</description>
-  <pubDate>Mon, 08 May 2023 02:30:00 GMT</pubDate>
+  <pubDate>Mon, 08 May 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/flutter-multi-factor-authentication</guid>
   <title>Securing your Flutter apps with Multi-Factor Authentication</title>
   <link>https://supabase.com/blog/flutter-multi-factor-authentication</link>
   <description>Build a Flutter app where the user is required to authenticate using Multi-Factor Authentication.</description>
-  <pubDate>Wed, 03 May 2023 02:30:00 GMT</pubDate>
+  <pubDate>Wed, 03 May 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/postgres-pluggable-strorage</guid>
   <title>Next steps for Postgres pluggable storage</title>
   <link>https://supabase.com/blog/postgres-pluggable-strorage</link>
   <description>Exploring history of Postgres pluggable storage and the possibility of landing it in the Postgres core.</description>
-  <pubDate>Sun, 30 Apr 2023 02:30:00 GMT</pubDate>
+  <pubDate>Sun, 30 Apr 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/launch-week-7-hackathon-winners</guid>
   <title>Launch Week 7 Hackathon Winners</title>
   <link>https://supabase.com/blog/launch-week-7-hackathon-winners</link>
   <description>Announcing the winners of the Launch Week 7 Hackathon!</description>
-  <pubDate>Sun, 23 Apr 2023 02:30:00 GMT</pubDate>
+  <pubDate>Sun, 23 Apr 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/whats-new-in-pg-graphql-v1-2</guid>
   <title>What&apos;s New in pg_graphql v1.2</title>
   <link>https://supabase.com/blog/whats-new-in-pg-graphql-v1-2</link>
   <description>New Features in the v1.2 release of pg_graphql</description>
-  <pubDate>Thu, 20 Apr 2023 02:30:00 GMT</pubDate>
+  <pubDate>Thu, 20 Apr 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-studio-2.0</guid>
   <title>Supabase Studio 2.0: help when you need it most</title>
   <link>https://supabase.com/blog/supabase-studio-2.0</link>
   <description>Supabase Studio now comes with ChatGPT, and GraphiQL built in, Cascade Deletes, and Foreign Key Selectors, and much more.</description>
-  <pubDate>Thu, 13 Apr 2023 02:30:00 GMT</pubDate>
+  <pubDate>Thu, 13 Apr 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/dbdev</guid>
   <title>dbdev: PostgreSQL Package Manager</title>
   <link>https://supabase.com/blog/dbdev</link>
   <description>We&apos;re publicly previewing dbdev, a PostgreSQL package manager.</description>
-  <pubDate>Thu, 13 Apr 2023 02:30:00 GMT</pubDate>
+  <pubDate>Thu, 13 Apr 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/pg-tle</guid>
   <title>Trusted Language Extensions for Postgres</title>
   <link>https://supabase.com/blog/pg-tle</link>
   <description>We&apos;re collaborating with AWS to bring Trusted Language Extensions to Postgres.</description>
-  <pubDate>Thu, 13 Apr 2023 02:30:00 GMT</pubDate>
+  <pubDate>Thu, 13 Apr 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/launch-week-7-community-highlights</guid>
   <title>Launch Week 7 Community Highlights</title>
   <link>https://supabase.com/blog/launch-week-7-community-highlights</link>
   <description>We&apos;re honored to work with, sponsor, and support incredible people and tools. Here is a highlight of the last 3 months.</description>
-  <pubDate>Thu, 13 Apr 2023 02:30:00 GMT</pubDate>
+  <pubDate>Thu, 13 Apr 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-auth-sso-pkce</guid>
   <title>Supabase Auth: SSO,  Mobile, and Server-side support</title>
   <link>https://supabase.com/blog/supabase-auth-sso-pkce</link>
   <description>Supacharging Supabase Auth with Sign in with Apple on iOS, Single-Sign-On support with SAML 2.0, and PKCE for server-side rendering and mobile auth.</description>
-  <pubDate>Wed, 12 Apr 2023 02:30:00 GMT</pubDate>
+  <pubDate>Wed, 12 Apr 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/storage-v3-resumable-uploads</guid>
   <title>Supabase Storage v3: Resumable Uploads with support for 50GB files</title>
   <link>https://supabase.com/blog/storage-v3-resumable-uploads</link>
   <description>Storage V3 with lots of new features including resumable uploads, more image transformationsm a Next.js image loader and more.</description>
-  <pubDate>Tue, 11 Apr 2023 02:30:00 GMT</pubDate>
+  <pubDate>Tue, 11 Apr 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/edge-runtime-self-hosted-deno-functions</guid>
   <title>Supabase Edge Runtime: Self-hosted Deno Functions</title>
   <link>https://supabase.com/blog/edge-runtime-self-hosted-deno-functions</link>
   <description>We are open-sourcing Supabase Edge Runtime allowing you to host your Edge Functions anywhere.</description>
-  <pubDate>Mon, 10 Apr 2023 02:30:00 GMT</pubDate>
+  <pubDate>Mon, 10 Apr 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-logs-self-hosted</guid>
   <title>Supabase Logs: open source logging server</title>
   <link>https://supabase.com/blog/supabase-logs-self-hosted</link>
   <description>We&apos;re releasing Supabase Logs for both self-hosted users and CLI development.</description>
-  <pubDate>Sun, 09 Apr 2023 02:30:00 GMT</pubDate>
+  <pubDate>Sun, 09 Apr 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-beta-update-march-2023</guid>
   <title>Supabase Beta March 2023</title>
   <link>https://supabase.com/blog/supabase-beta-update-march-2023</link>
   <description>We are in full shipping mode 🛥️… Launch Week 7 can’t come quickly enough!</description>
-  <pubDate>Fri, 07 Apr 2023 02:30:00 GMT</pubDate>
+  <pubDate>Fri, 07 Apr 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/launch-week-7-hackathon</guid>
   <title>The Supabase AI Hackathon</title>
   <link>https://supabase.com/blog/launch-week-7-hackathon</link>
   <description>Build an Open Source Project over 10 days. 5 prize categories.</description>
-  <pubDate>Thu, 06 Apr 2023 02:30:00 GMT</pubDate>
+  <pubDate>Thu, 06 Apr 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/designing-with-ai-midjourney</guid>
   <title>Designing with AI: Generating unique artwork for every user</title>
   <link>https://supabase.com/blog/designing-with-ai-midjourney</link>
   <description>Using MidJourney to generative artwork and serving ticket images with Edge Functions</description>
-  <pubDate>Thu, 06 Apr 2023 02:30:00 GMT</pubDate>
+  <pubDate>Thu, 06 Apr 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/infinite-scroll-with-nextjs-framer-motion</guid>
   <title>Infinite scroll with Next.js, Framer Motion, and Supabase</title>
   <link>https://supabase.com/blog/infinite-scroll-with-nextjs-framer-motion</link>
   <description>Lazy load and paginate data on scroll with Next.js and a sprinkle of Framer Motion magic ✨</description>
-  <pubDate>Mon, 03 Apr 2023 02:30:00 GMT</pubDate>
+  <pubDate>Mon, 03 Apr 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supaclub</guid>
   <title>SupaClub</title>
   <link>https://supabase.com/blog/supaclub</link>
   <description>The Worlds First Software Engineering Nightclub.</description>
-  <pubDate>Fri, 31 Mar 2023 02:30:00 GMT</pubDate>
+  <pubDate>Fri, 31 Mar 2023 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-beta-update-february-2023</guid>
   <title>Supabase Beta February 2023</title>
   <link>https://supabase.com/blog/supabase-beta-update-february-2023</link>
   <description>There is something for everybody this month - AI, Auth, Database, Edge Functions, GraphQL … you name it!</description>
-  <pubDate>Wed, 08 Mar 2023 03:30:00 GMT</pubDate>
+  <pubDate>Wed, 08 Mar 2023 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/geo-queries-with-postgis-in-ionic-angular</guid>
   <title>Geo Queries with PostGIS in Ionic Angular</title>
   <link>https://supabase.com/blog/geo-queries-with-postgis-in-ionic-angular</link>
   <description>Using the PostGIS extension to build a cross-platform application with Ionic Angular.</description>
-  <pubDate>Tue, 28 Feb 2023 03:30:00 GMT</pubDate>
+  <pubDate>Tue, 28 Feb 2023 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/type-constraints-in-65-lines-of-sql</guid>
   <title>Type Constraints in 65 lines of SQL</title>
   <link>https://supabase.com/blog/type-constraints-in-65-lines-of-sql</link>
   <description>Creating validated data types in Postgres</description>
-  <pubDate>Thu, 16 Feb 2023 03:30:00 GMT</pubDate>
+  <pubDate>Thu, 16 Feb 2023 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/case-study-happyteams</guid>
   <title>HappyTeams unlocks better performance and reduces cost with Supabase</title>
   <link>https://supabase.com/blog/case-study-happyteams</link>
   <description>How a bootstrapped startup migrated from Heroku to Supabase in 30 minutes and never looked back</description>
-  <pubDate>Wed, 15 Feb 2023 03:30:00 GMT</pubDate>
+  <pubDate>Wed, 15 Feb 2023 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/flutter-real-time-multiplayer-game</guid>
   <title>How to build a real-time multiplayer game with Flutter Flame</title>
   <link>https://supabase.com/blog/flutter-real-time-multiplayer-game</link>
   <description>Build a real-time multiplayer game using Flutter, Flame, and Supabase realtime.</description>
-  <pubDate>Mon, 13 Feb 2023 03:30:00 GMT</pubDate>
+  <pubDate>Mon, 13 Feb 2023 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-beta-january-2023</guid>
   <title>Supabase Beta January 2023</title>
   <link>https://supabase.com/blog/supabase-beta-january-2023</link>
   <description>New Postgres extensions, pg_graphql updates, changes to Edge Functions, and more!</description>
-  <pubDate>Tue, 07 Feb 2023 03:30:00 GMT</pubDate>
+  <pubDate>Tue, 07 Feb 2023 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/chatgpt-supabase-docs</guid>
   <title>Supabase Clippy: ChatGPT for Supabase Docs</title>
   <link>https://supabase.com/blog/chatgpt-supabase-docs</link>
   <description>Creating a ChatGPT interface for the Supabase documentation.</description>
-  <pubDate>Mon, 06 Feb 2023 03:30:00 GMT</pubDate>
+  <pubDate>Mon, 06 Feb 2023 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/openai-embeddings-postgres-vector</guid>
   <title>Storing OpenAI embeddings in Postgres with pgvector</title>
   <link>https://supabase.com/blog/openai-embeddings-postgres-vector</link>
   <description>An example of how to build an AI-powered search engine using OpenAI&apos;s embeddings and PostgreSQL.</description>
-  <pubDate>Sun, 05 Feb 2023 03:30:00 GMT</pubDate>
+  <pubDate>Sun, 05 Feb 2023 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-beta-december-2022</guid>
   <title>Supabase Beta December 2022</title>
   <link>https://supabase.com/blog/supabase-beta-december-2022</link>
   <description>This month the Beta Update is a Launch Week 6 Special, where we review the cascade of announcements.</description>
-  <pubDate>Wed, 04 Jan 2023 03:30:00 GMT</pubDate>
+  <pubDate>Wed, 04 Jan 2023 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/launch-week-6-hackathon-winners</guid>
   <title>Launch Week 6 Hackathon Winners</title>
   <link>https://supabase.com/blog/launch-week-6-hackathon-winners</link>
   <description>Announcing the winners of the Launch Week 6 Hackathon!</description>
-  <pubDate>Mon, 02 Jan 2023 03:30:00 GMT</pubDate>
+  <pubDate>Mon, 02 Jan 2023 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/vault-now-in-beta</guid>
   <title>Supabase Vault is now in Beta</title>
   <link>https://supabase.com/blog/vault-now-in-beta</link>
   <description>A Postgres extension to store encrypted secrets and encrypt data.</description>
-  <pubDate>Thu, 15 Dec 2022 03:30:00 GMT</pubDate>
+  <pubDate>Thu, 15 Dec 2022 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/postgrest-11-prerelease</guid>
   <title>PostgREST 11 pre-release</title>
   <link>https://supabase.com/blog/postgrest-11-prerelease</link>
   <description>Describes new features of PostgREST 11 pre-release</description>
-  <pubDate>Thu, 15 Dec 2022 03:30:00 GMT</pubDate>
+  <pubDate>Thu, 15 Dec 2022 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/postgres-point-in-time-recovery</guid>
   <title>Point in Time Recovery is now available for Pro projects</title>
   <link>https://supabase.com/blog/postgres-point-in-time-recovery</link>
   <description>We&apos;re making PITR available for more projects, with a new Dashboard UI that makes it simple to use.</description>
-  <pubDate>Thu, 15 Dec 2022 03:30:00 GMT</pubDate>
+  <pubDate>Thu, 15 Dec 2022 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/pg-graphql-v1</guid>
   <title>pg_graphql v1.0</title>
   <link>https://supabase.com/blog/pg-graphql-v1</link>
   <description>Announcing the v1.0 release of pg_graphql</description>
-  <pubDate>Thu, 15 Dec 2022 03:30:00 GMT</pubDate>
+  <pubDate>Thu, 15 Dec 2022 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/new-in-postgres-15</guid>
   <title>What&apos;s new in Postgres 15?</title>
   <link>https://supabase.com/blog/new-in-postgres-15</link>
   <description>Describes the release of Postgres 15, new features and reasons to use it</description>
-  <pubDate>Thu, 15 Dec 2022 03:30:00 GMT</pubDate>
+  <pubDate>Thu, 15 Dec 2022 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/launch-week-6-wrap-up</guid>
   <title>Launch Week 6: Wrap Up</title>
   <link>https://supabase.com/blog/launch-week-6-wrap-up</link>
   <description>That&apos;s a wrap on Supabase Launch Week Day 6. Here&apos;s everything we shipped in one long blog post.</description>
-  <pubDate>Thu, 15 Dec 2022 03:30:00 GMT</pubDate>
+  <pubDate>Thu, 15 Dec 2022 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/launch-week-6-community-day</guid>
   <title>Community Day</title>
   <link>https://supabase.com/blog/launch-week-6-community-day</link>
   <description>Wrapping up Launch Week 6 with contributors, partners, and friends.</description>
-  <pubDate>Thu, 15 Dec 2022 03:30:00 GMT</pubDate>
+  <pubDate>Thu, 15 Dec 2022 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/custom-domain-names</guid>
   <title>Custom Domain Names</title>
   <link>https://supabase.com/blog/custom-domain-names</link>
   <description>Change your Supabase project&apos;s domain name to your own domain.</description>
-  <pubDate>Thu, 15 Dec 2022 03:30:00 GMT</pubDate>
+  <pubDate>Thu, 15 Dec 2022 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/postgres-foreign-data-wrappers-rust</guid>
   <title>Supabase Wrappers, a Postgres FDW framework written in Rust</title>
   <link>https://supabase.com/blog/postgres-foreign-data-wrappers-rust</link>
   <description>A framework for building Postgres Foreign Data Wrappers which connects to Stripe, Firebase, Clickhouse, and more.</description>
-  <pubDate>Wed, 14 Dec 2022 03:30:00 GMT</pubDate>
+  <pubDate>Wed, 14 Dec 2022 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/mfa-auth-via-rls</guid>
   <title>Multi-factor Authentication via Row Level Security Enforcement</title>
   <link>https://supabase.com/blog/mfa-auth-via-rls</link>
   <description>MFA Auth with enforcement via RLS</description>
-  <pubDate>Tue, 13 Dec 2022 03:30:00 GMT</pubDate>
+  <pubDate>Tue, 13 Dec 2022 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/storage-image-resizing-smart-cdn</guid>
   <title>Supabase Storage v2: Image resizing and Smart CDN</title>
   <link>https://supabase.com/blog/storage-image-resizing-smart-cdn</link>
   <description>We&apos;re introducing new features for Supabase Storage: Image resizing and a Smart CDN.</description>
-  <pubDate>Mon, 12 Dec 2022 03:30:00 GMT</pubDate>
+  <pubDate>Mon, 12 Dec 2022 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/new-supabase-docs-built-with-nextjs</guid>
   <title>New Supabase Docs, built with Next.js</title>
   <link>https://supabase.com/blog/new-supabase-docs-built-with-nextjs</link>
   <description>We&apos;ve redesigned our Docs and migrated to Next.js</description>
-  <pubDate>Sun, 11 Dec 2022 03:30:00 GMT</pubDate>
+  <pubDate>Sun, 11 Dec 2022 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/postgres-crdt</guid>
   <title>pg_crdt - an experimental CRDT extension for Postgres</title>
   <link>https://supabase.com/blog/postgres-crdt</link>
   <description>Embedding Yjs and Automerge into Postgres for collaborative applications.</description>
-  <pubDate>Fri, 09 Dec 2022 03:30:00 GMT</pubDate>
+  <pubDate>Fri, 09 Dec 2022 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/who-we-hire</guid>
   <title>Who We Hire at Supabase</title>
   <link>https://supabase.com/blog/who-we-hire</link>
   <description>Traits we look for to maintain a culture of shipping fast and often</description>
-  <pubDate>Thu, 08 Dec 2022 03:30:00 GMT</pubDate>
+  <pubDate>Thu, 08 Dec 2022 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/launch-week-6-hackathon</guid>
   <title>Launch Week 6 Hackathon</title>
   <link>https://supabase.com/blog/launch-week-6-hackathon</link>
   <description>Build an Open Source Project, Win $1500 and the Supabase Darkmode Keyboard</description>
-  <pubDate>Thu, 08 Dec 2022 03:30:00 GMT</pubDate>
+  <pubDate>Thu, 08 Dec 2022 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-beta-november-2022</guid>
   <title>Supabase Beta November 2022</title>
   <link>https://supabase.com/blog/supabase-beta-november-2022</link>
   <description>We are preparing everything for Launch Week 6, but we still had time to ship some goodies this month!</description>
-  <pubDate>Tue, 06 Dec 2022 03:30:00 GMT</pubDate>
+  <pubDate>Tue, 06 Dec 2022 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/the-supabase-content-storm</guid>
   <title>The Supabase Content Storm</title>
   <link>https://supabase.com/blog/the-supabase-content-storm</link>
   <description>We worked with +30 content creators to drop a mountain of content simultaneously.</description>
-  <pubDate>Mon, 05 Dec 2022 03:30:00 GMT</pubDate>
+  <pubDate>Mon, 05 Dec 2022 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/transparent-column-encryption-with-postgres</guid>
   <title>Transparent Column Encryption with Postgres</title>
   <link>https://supabase.com/blog/transparent-column-encryption-with-postgres</link>
   <description>Using pgsodium&apos;s Transparent Column Encryption to encrypt data and provide your users with row-level encryption.</description>
-  <pubDate>Wed, 30 Nov 2022 03:30:00 GMT</pubDate>
+  <pubDate>Wed, 30 Nov 2022 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/sql-or-nosql-both-with-postgresql</guid>
   <title>SQL or NoSQL? Why not use both (with PostgreSQL)?</title>
   <link>https://supabase.com/blog/sql-or-nosql-both-with-postgresql</link>
   <description>How to turn Postgres into an easy-to-use NoSQL database that retains all the power of SQL</description>
-  <pubDate>Wed, 23 Nov 2022 03:30:00 GMT</pubDate>
+  <pubDate>Wed, 23 Nov 2022 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/flutter-authorization-with-rls</guid>
   <title>Flutter Authorization with RLS</title>
   <link>https://supabase.com/blog/flutter-authorization-with-rls</link>
   <description>Learn how you can secure your Flutter app using Supabase Row Level Security.</description>
-  <pubDate>Mon, 21 Nov 2022 03:30:00 GMT</pubDate>
+  <pubDate>Mon, 21 Nov 2022 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/fetching-and-caching-supabase-data-in-next-js-server-components</guid>
   <title>Fetching and caching Supabase data in Next.js 13 Server Components</title>
   <link>https://supabase.com/blog/fetching-and-caching-supabase-data-in-next-js-server-components</link>
   <description>Next.js 13 introduces new data fetching and caching methods to enable React Server Components and Suspense.</description>
-  <pubDate>Wed, 16 Nov 2022 03:30:00 GMT</pubDate>
+  <pubDate>Wed, 16 Nov 2022 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/authentication-in-ionic-angular</guid>
   <title>Authentication in Ionic Angular with Supabase</title>
   <link>https://supabase.com/blog/authentication-in-ionic-angular</link>
   <description>Learn how to build an Ionic Angular app with authentication, Row Level Security, and Magic Link auth.</description>
-  <pubDate>Mon, 07 Nov 2022 03:30:00 GMT</pubDate>
+  <pubDate>Mon, 07 Nov 2022 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-beta-update-october-2022</guid>
   <title>Supabase Beta October 2022</title>
   <link>https://supabase.com/blog/supabase-beta-update-october-2022</link>
   <description>New SDKs, quickstarts, Functions tricks, and more. But, more importantly, Launch Week 6️ has a date!</description>
-  <pubDate>Tue, 01 Nov 2022 02:30:00 GMT</pubDate>
+  <pubDate>Tue, 01 Nov 2022 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/postgresql-commitfest</guid>
   <title>What is PostgreSQL commitfest and how to contribute</title>
   <link>https://supabase.com/blog/postgresql-commitfest</link>
   <description>A time-tested method for contributing to the core Postgres code</description>
-  <pubDate>Wed, 26 Oct 2022 02:30:00 GMT</pubDate>
+  <pubDate>Wed, 26 Oct 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-flutter-sdk-v1-released</guid>
   <title>supabase-flutter v1 Released</title>
   <link>https://supabase.com/blog/supabase-flutter-sdk-v1-released</link>
   <description>We&apos;ve released supabase-flutter v1. More intuitive way of accessing Supabase from your Flutter application.</description>
-  <pubDate>Thu, 20 Oct 2022 02:30:00 GMT</pubDate>
+  <pubDate>Thu, 20 Oct 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-js-v2-released</guid>
   <title>supabase-js v2 Released</title>
   <link>https://supabase.com/blog/supabase-js-v2-released</link>
   <description>We&apos;ve released supabase-js v2. Updated examples, quickstarts, and an improved experience.</description>
-  <pubDate>Wed, 19 Oct 2022 02:30:00 GMT</pubDate>
+  <pubDate>Wed, 19 Oct 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/postgres-full-text-search-vs-the-rest</guid>
   <title>Postgres Full Text Search vs the rest</title>
   <link>https://supabase.com/blog/postgres-full-text-search-vs-the-rest</link>
   <description>Comparing one of the most popular Postgres features against alternatives</description>
-  <pubDate>Thu, 13 Oct 2022 02:30:00 GMT</pubDate>
+  <pubDate>Thu, 13 Oct 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-beta-update-september-2022</guid>
   <title>Supabase Beta September 2022</title>
   <link>https://supabase.com/blog/supabase-beta-update-september-2022</link>
   <description>We were too focused on clearing out the backlog so we didn&apos;t ship anything new last month... or did we?!</description>
-  <pubDate>Tue, 04 Oct 2022 02:30:00 GMT</pubDate>
+  <pubDate>Tue, 04 Oct 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/postgres-wasm</guid>
   <title>Postgres WASM by Snaplet and Supabase</title>
   <link>https://supabase.com/blog/postgres-wasm</link>
   <description>We&apos;re open sourcing postgres-wasm, a PostgresQL server that runs inside a browser, with our friends at Snaplet.</description>
-  <pubDate>Sun, 02 Oct 2022 02:30:00 GMT</pubDate>
+  <pubDate>Sun, 02 Oct 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/choosing-a-postgres-primary-key</guid>
   <title>Choosing a Postgres Primary Key</title>
   <link>https://supabase.com/blog/choosing-a-postgres-primary-key</link>
   <description>Turns out the question of which identifier to use as a Primary Key is complicated -- we&apos;re going to dive into some of the complexity and inherent trade-offs, and figure things out</description>
-  <pubDate>Wed, 07 Sep 2022 02:30:00 GMT</pubDate>
+  <pubDate>Wed, 07 Sep 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-beta-update-august-2022</guid>
   <title>Supabase Beta August 2022</title>
   <link>https://supabase.com/blog/supabase-beta-update-august-2022</link>
   <description>Launch Week Special. See everything we shipped, plus winners of the Hackathon and the extended Community Highlights</description>
-  <pubDate>Tue, 06 Sep 2022 02:30:00 GMT</pubDate>
+  <pubDate>Tue, 06 Sep 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/launch-week-5-hackathon-winners</guid>
   <title>Launch Week 5 Hackathon Winners</title>
   <link>https://supabase.com/blog/launch-week-5-hackathon-winners</link>
   <description>Announcing the winners of the Launch Week 5 Hackathon!</description>
-  <pubDate>Wed, 24 Aug 2022 02:30:00 GMT</pubDate>
+  <pubDate>Wed, 24 Aug 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/building-a-realtime-trello-board-with-supabase-and-angular</guid>
   <title>Building a Realtime Trello Board with Supabase and Angular</title>
   <link>https://supabase.com/blog/building-a-realtime-trello-board-with-supabase-and-angular</link>
   <description>Go beyond the hello world example with this real world project.</description>
-  <pubDate>Tue, 23 Aug 2022 02:30:00 GMT</pubDate>
+  <pubDate>Tue, 23 Aug 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-vault</guid>
   <title>Supabase Vault</title>
   <link>https://supabase.com/blog/supabase-vault</link>
   <description>Today we&apos;re announcing Vault, a Postgres extension for managing secrets and encryption inside your database.</description>
-  <pubDate>Thu, 18 Aug 2022 02:30:00 GMT</pubDate>
+  <pubDate>Thu, 18 Aug 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/postgrest-v10</guid>
   <title>PostgREST v10: EXPLAIN and Improved Relationship Detection</title>
   <link>https://supabase.com/blog/postgrest-v10</link>
   <description>Today, PostgREST 10 was released. Let&apos;s take a look at some of the new features that go hand in hand with supabase-js v2.</description>
-  <pubDate>Thu, 18 Aug 2022 02:30:00 GMT</pubDate>
+  <pubDate>Thu, 18 Aug 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/pg-jsonschema-a-postgres-extension-for-json-validation</guid>
   <title>pg_jsonschema: JSON Schema support for Postgres</title>
   <link>https://supabase.com/blog/pg-jsonschema-a-postgres-extension-for-json-validation</link>
   <description>Today we&apos;re releasing pg_jsonschema, a Postgres extension for JSON validation.</description>
-  <pubDate>Thu, 18 Aug 2022 02:30:00 GMT</pubDate>
+  <pubDate>Thu, 18 Aug 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/launch-week-5-one-more-thing</guid>
   <title>One more thing</title>
   <link>https://supabase.com/blog/launch-week-5-one-more-thing</link>
   <description>Let&apos;s be honest, it&apos;s never just one more thing.</description>
-  <pubDate>Thu, 18 Aug 2022 02:30:00 GMT</pubDate>
+  <pubDate>Thu, 18 Aug 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/launch-week-5-community-day</guid>
   <title>Community Day</title>
   <link>https://supabase.com/blog/launch-week-5-community-day</link>
   <description>Wrapping up Launch Week 5 with contributors, partners, and friends.</description>
-  <pubDate>Thu, 18 Aug 2022 02:30:00 GMT</pubDate>
+  <pubDate>Thu, 18 Aug 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-realtime-multiplayer-general-availability</guid>
   <title>Realtime: Multiplayer Edition</title>
   <link>https://supabase.com/blog/supabase-realtime-multiplayer-general-availability</link>
   <description>Announcing the general availability of Realtime&apos;s Broadcast and Presence.</description>
-  <pubDate>Wed, 17 Aug 2022 02:30:00 GMT</pubDate>
+  <pubDate>Wed, 17 Aug 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-soc2</guid>
   <title>Supabase is SOC2 compliant</title>
   <link>https://supabase.com/blog/supabase-soc2</link>
   <description>Supabase is now SOC2 compliant. Learn how we got here and what it means for our customers.</description>
-  <pubDate>Tue, 16 Aug 2022 02:30:00 GMT</pubDate>
+  <pubDate>Tue, 16 Aug 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-js-v2</guid>
   <title>supabase-js v2</title>
   <link>https://supabase.com/blog/supabase-js-v2</link>
   <description>A look at supabase-js v2, which brings type support and focuses on quality-of-life improvements for developers.</description>
-  <pubDate>Mon, 15 Aug 2022 02:30:00 GMT</pubDate>
+  <pubDate>Mon, 15 Aug 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-cli-v1-and-admin-api-beta</guid>
   <title>Supabase CLI v1 and Management API Beta</title>
   <link>https://supabase.com/blog/supabase-cli-v1-and-admin-api-beta</link>
   <description>We are moving Supabase CLI v1 out of beta, and releasing Management API beta.</description>
-  <pubDate>Sun, 14 Aug 2022 02:30:00 GMT</pubDate>
+  <pubDate>Sun, 14 Aug 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-series-b</guid>
   <title>Supabase Series B</title>
   <link>https://supabase.com/blog/supabase-series-b</link>
   <description>Supabase raised $80M in May, bringing our total funding to $116M.</description>
-  <pubDate>Thu, 11 Aug 2022 02:30:00 GMT</pubDate>
+  <pubDate>Thu, 11 Aug 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/launch-week-5-hackathon</guid>
   <title>Launch Week 5 Hackathon</title>
   <link>https://supabase.com/blog/launch-week-5-hackathon</link>
   <description>Build to win $1500 - Friday 12th to Monday 21st August 2022</description>
-  <pubDate>Tue, 09 Aug 2022 02:30:00 GMT</pubDate>
+  <pubDate>Tue, 09 Aug 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/slack-consolidate-slackbot-to-consolidate-messages</guid>
   <title>Slack Consolidate: a slackbot built with Python and Supabase</title>
   <link>https://supabase.com/blog/slack-consolidate-slackbot-to-consolidate-messages</link>
   <description>A slackbot to consolidate messages from different channels using Supabase, Slack SDK and Python</description>
-  <pubDate>Mon, 08 Aug 2022 02:30:00 GMT</pubDate>
+  <pubDate>Mon, 08 Aug 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-beta-update-july-2022</guid>
   <title>Supabase Beta July 2022</title>
   <link>https://supabase.com/blog/supabase-beta-update-july-2022</link>
   <description>Launch Week Golden Tickets, Flutter SDK 1.0 Developer Preview and more...</description>
-  <pubDate>Tue, 02 Aug 2022 02:30:00 GMT</pubDate>
+  <pubDate>Tue, 02 Aug 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-flutter-sdk-1-developer-preview</guid>
   <title>Supabase Flutter SDK 1.0 Developer Preview</title>
   <link>https://supabase.com/blog/supabase-flutter-sdk-1-developer-preview</link>
   <description>Supabase Flutter SDK is getting a major update and we need your help making it better.</description>
-  <pubDate>Mon, 01 Aug 2022 02:30:00 GMT</pubDate>
+  <pubDate>Mon, 01 Aug 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/seen-by-in-postgresql</guid>
   <title>Implementing &quot;seen by&quot; functionality with Postgres</title>
   <link>https://supabase.com/blog/seen-by-in-postgresql</link>
   <description>Different approaches for tracking visitor counts with PostgreSQL.</description>
-  <pubDate>Sun, 17 Jul 2022 02:30:00 GMT</pubDate>
+  <pubDate>Sun, 17 Jul 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-auth-helpers-with-sveltekit-support</guid>
   <title>Revamped Auth Helpers for Supabase (with SvelteKit support)</title>
   <link>https://supabase.com/blog/supabase-auth-helpers-with-sveltekit-support</link>
   <description>Supabase Auth Helpers now have improved developer experience, Sveltekit support, and more.</description>
-  <pubDate>Tue, 12 Jul 2022 02:30:00 GMT</pubDate>
+  <pubDate>Tue, 12 Jul 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/beta-update-june-2022</guid>
   <title>Supabase Beta June 2022</title>
   <link>https://supabase.com/blog/beta-update-june-2022</link>
   <description>Auth Helpers, Unlimited Free Projects, CLI and more...</description>
-  <pubDate>Tue, 05 Jul 2022 02:30:00 GMT</pubDate>
+  <pubDate>Tue, 05 Jul 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/flutter-tutorial-building-a-chat-app</guid>
   <title>Flutter Tutorial: building a Flutter chat app</title>
   <link>https://supabase.com/blog/flutter-tutorial-building-a-chat-app</link>
   <description>Learn how to build a Flutter chat app with open source and scalable backend (inc. auth, realtime, database, and more).</description>
-  <pubDate>Wed, 29 Jun 2022 02:30:00 GMT</pubDate>
+  <pubDate>Wed, 29 Jun 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/visualizing-supabase-data-using-metabase</guid>
   <title>Visualizing Supabase Data using Metabase</title>
   <link>https://supabase.com/blog/visualizing-supabase-data-using-metabase</link>
   <description>How to create different kinds of charts out of data stored in Supabase using Metabase.</description>
-  <pubDate>Tue, 28 Jun 2022 02:30:00 GMT</pubDate>
+  <pubDate>Tue, 28 Jun 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/partial-postgresql-data-dumps-with-rls</guid>
   <title>Partial data dumps using Postgres Row Level Security</title>
   <link>https://supabase.com/blog/partial-postgresql-data-dumps-with-rls</link>
   <description>Using RLS to create seed files for local PostgreSQL testing.</description>
-  <pubDate>Mon, 27 Jun 2022 02:30:00 GMT</pubDate>
+  <pubDate>Mon, 27 Jun 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/loading-data-supabase-python</guid>
   <title>Python data loading with Supabase</title>
   <link>https://supabase.com/blog/loading-data-supabase-python</link>
   <description>An example of how to load data into Supabase using supabase-py</description>
-  <pubDate>Thu, 16 Jun 2022 02:30:00 GMT</pubDate>
+  <pubDate>Thu, 16 Jun 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/beta-update-may-2022</guid>
   <title>Supabase Beta May 2022</title>
   <link>https://supabase.com/blog/beta-update-may-2022</link>
   <description>Product and community updates including wildcard auth redirects, edge functions with webhooks, and Prometheus endpoints for everybody.</description>
-  <pubDate>Tue, 31 May 2022 02:30:00 GMT</pubDate>
+  <pubDate>Tue, 31 May 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/how-supabase-accelerates-development-of-all-pull-together</guid>
   <title>How Mike Lyndon is using Supabase to accelerate development of AllPullTogether</title>
   <link>https://supabase.com/blog/how-supabase-accelerates-development-of-all-pull-together</link>
   <description>Mike Lyndon is learning web development as he builds AllPullTogether, and Supabase is helping him accelerate what he can accomplish.</description>
-  <pubDate>Wed, 25 May 2022 02:30:00 GMT</pubDate>
+  <pubDate>Wed, 25 May 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/partner-gallery-works-with-supabase</guid>
   <title>Works With Supabase - announcing our Partner Gallery</title>
   <link>https://supabase.com/blog/partner-gallery-works-with-supabase</link>
   <description>Introducing our Partner Gallery - open source and made with Supabase.</description>
-  <pubDate>Tue, 19 Apr 2022 02:30:00 GMT</pubDate>
+  <pubDate>Tue, 19 Apr 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/bring-the-func-hackathon-winners</guid>
   <title>Bring the Func Hackathon Winners 2022</title>
   <link>https://supabase.com/blog/bring-the-func-hackathon-winners</link>
   <description>Celebrating many amazing OSS Hackathon projects using GraphQL and Edge Functions.</description>
-  <pubDate>Sun, 17 Apr 2022 02:30:00 GMT</pubDate>
+  <pubDate>Sun, 17 Apr 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/beta-update-march-2022</guid>
   <title>Supabase Beta March 2022</title>
   <link>https://supabase.com/blog/beta-update-march-2022</link>
   <description>Functions, GraphQL, and much more.</description>
-  <pubDate>Thu, 14 Apr 2022 02:30:00 GMT</pubDate>
+  <pubDate>Thu, 14 Apr 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabrew</guid>
   <title>Supabrew - Never Code Thirsty</title>
   <link>https://supabase.com/blog/supabrew</link>
   <description>A light and refreshing non-alcoholic beer for devs.</description>
-  <pubDate>Fri, 01 Apr 2022 02:30:00 GMT</pubDate>
+  <pubDate>Thu, 31 Mar 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-realtime-with-multiplayer-features</guid>
   <title>Supabase Realtime, with Multiplayer Features</title>
   <link>https://supabase.com/blog/supabase-realtime-with-multiplayer-features</link>
   <description>Today we&apos;re announced Realtime, with multiplayer features. Realtime enables broadcast, presence, and listening to database changes delivered over WebSockets.</description>
-  <pubDate>Fri, 01 Apr 2022 02:30:00 GMT</pubDate>
+  <pubDate>Thu, 31 Mar 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/hackathon-bring-the-func</guid>
   <title>Hackathon: Bring the Func(🕺)</title>
   <link>https://supabase.com/blog/hackathon-bring-the-func</link>
   <description>Build open-source projects with our latest features, win limited edition swag and plant a tree!</description>
-  <pubDate>Fri, 01 Apr 2022 02:30:00 GMT</pubDate>
+  <pubDate>Thu, 31 Mar 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-edge-functions</guid>
   <title>Edge Functions are now available in Supabase</title>
   <link>https://supabase.com/blog/supabase-edge-functions</link>
   <description>Today we&apos;re launching Edge Functions. Edge Functions let you execute Typescript code close to your users, no matter where they&apos;re located.</description>
-  <pubDate>Wed, 30 Mar 2022 02:30:00 GMT</pubDate>
+  <pubDate>Wed, 30 Mar 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-enterprise</guid>
   <title>Introducing Supabase Enterprise</title>
   <link>https://supabase.com/blog/supabase-enterprise</link>
   <description>Today we are releasing Supabase Enterprise, a suite of features to scale your project.</description>
-  <pubDate>Tue, 29 Mar 2022 02:30:00 GMT</pubDate>
+  <pubDate>Tue, 29 Mar 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/graphql-now-available</guid>
   <title>GraphQL is now available in Supabase</title>
   <link>https://supabase.com/blog/graphql-now-available</link>
   <description>GraphQL support is now in general availability on the Supabase platform via our open source PostgreSQL extension, pg_graphql.</description>
-  <pubDate>Mon, 28 Mar 2022 02:30:00 GMT</pubDate>
+  <pubDate>Mon, 28 Mar 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/community-day-lw4</guid>
   <title>Community Day</title>
   <link>https://supabase.com/blog/community-day-lw4</link>
   <description>Kicking off Launch Week 4 with contributors, partners, and friends.</description>
-  <pubDate>Sun, 27 Mar 2022 02:30:00 GMT</pubDate>
+  <pubDate>Sun, 27 Mar 2022 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-launch-week-four</guid>
   <title>Supabase Launch Week 4</title>
   <link>https://supabase.com/blog/supabase-launch-week-four</link>
   <description>Launch Week 4: One new feature every day for an entire week. Starting Monday 28th March.</description>
-  <pubDate>Thu, 24 Mar 2022 02:30:00 GMT</pubDate>
+  <pubDate>Thu, 24 Mar 2022 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/should-i-open-source-my-company</guid>
   <title>Should I Open Source my Company?</title>
   <link>https://supabase.com/blog/should-i-open-source-my-company</link>
   <description>The unexpected upsides of building in public</description>
-  <pubDate>Thu, 24 Mar 2022 02:30:00 GMT</pubDate>
+  <pubDate>Thu, 24 Mar 2022 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/postgres-audit</guid>
   <title>Postgres Auditing in 150 lines of SQL</title>
   <link>https://supabase.com/blog/postgres-audit</link>
   <description>PostgreSQL has a robust set of features which we can leverage to create a generic auditing solution in 150 lines of SQL.</description>
-  <pubDate>Mon, 07 Mar 2022 03:30:00 GMT</pubDate>
+  <pubDate>Mon, 07 Mar 2022 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-beta-january-2022</guid>
   <title>Supabase Beta January 2022</title>
   <link>https://supabase.com/blog/supabase-beta-january-2022</link>
   <description>New auth providers, SMS providers, and new videos.</description>
-  <pubDate>Mon, 21 Feb 2022 03:30:00 GMT</pubDate>
+  <pubDate>Mon, 21 Feb 2022 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-beta-december-2021</guid>
   <title>Supabase Beta December 2021</title>
   <link>https://supabase.com/blog/supabase-beta-december-2021</link>
   <description>New crypto extension, Postgres videos, and a bunch of cool integrations.</description>
-  <pubDate>Wed, 19 Jan 2022 03:30:00 GMT</pubDate>
+  <pubDate>Wed, 19 Jan 2022 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/product-hunt-golden-kitty-awards-2021</guid>
   <title>Golden Kitty Awards Ceremony Watch Party with Supabase</title>
   <link>https://supabase.com/blog/product-hunt-golden-kitty-awards-2021</link>
   <description>Hang out with us while watching the Product Hunt Golden Kitty Awards Ceremony</description>
-  <pubDate>Wed, 19 Jan 2022 03:30:00 GMT</pubDate>
+  <pubDate>Wed, 19 Jan 2022 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/holiday-hackdays-winners-2021</guid>
   <title>Holiday Hackdays Winners 2021</title>
   <link>https://supabase.com/blog/holiday-hackdays-winners-2021</link>
   <description>Celebrating many amazing projects submitted to our Holiday Hackdays Hackathon.</description>
-  <pubDate>Thu, 16 Dec 2021 03:30:00 GMT</pubDate>
+  <pubDate>Thu, 16 Dec 2021 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/beta-november-2021-launch-week-recap</guid>
   <title>Supabase Beta November 2021: Launch Week Recap</title>
   <link>https://supabase.com/blog/beta-november-2021-launch-week-recap</link>
   <description>We wrapped up November with Supabase&apos;s third Launch Week. Here&apos;s all the awesome stuff that got shipped ...</description>
-  <pubDate>Tue, 14 Dec 2021 03:30:00 GMT</pubDate>
+  <pubDate>Tue, 14 Dec 2021 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-holiday-hackdays-hackathon</guid>
   <title>Kicking off the Holiday Hackdays</title>
   <link>https://supabase.com/blog/supabase-holiday-hackdays-hackathon</link>
   <description>Build cool stuff and celebrate open-source software with us during the Holiday Hackdays!</description>
-  <pubDate>Thu, 02 Dec 2021 03:30:00 GMT</pubDate>
+  <pubDate>Thu, 02 Dec 2021 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/pg-graphql</guid>
   <title>pg_graphql: A GraphQL extension for PostgreSQL</title>
   <link>https://supabase.com/blog/pg-graphql</link>
   <description>GraphQL support is in development for PostgreSQL + Supabase.</description>
-  <pubDate>Thu, 02 Dec 2021 03:30:00 GMT</pubDate>
+  <pubDate>Thu, 02 Dec 2021 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/launch-week-three-friday-five-more-things</guid>
   <title>Five more things</title>
   <link>https://supabase.com/blog/launch-week-three-friday-five-more-things</link>
   <description>It&apos;s never just one more thing!</description>
-  <pubDate>Thu, 02 Dec 2021 03:30:00 GMT</pubDate>
+  <pubDate>Thu, 02 Dec 2021 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-acquires-logflare</guid>
   <title>Supabase acquires Logflare</title>
   <link>https://supabase.com/blog/supabase-acquires-logflare</link>
   <description>Today, we&apos;re ecstatic to announce that Logflare is joining Supabase.</description>
-  <pubDate>Wed, 01 Dec 2021 03:30:00 GMT</pubDate>
+  <pubDate>Wed, 01 Dec 2021 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/realtime-row-level-security-in-postgresql</guid>
   <title>Realtime Postgres RLS now available on Supabase</title>
   <link>https://supabase.com/blog/realtime-row-level-security-in-postgresql</link>
   <description>Realtime database changes are now broadcast to authenticated users, respecting the same PostgreSQL policies that you use for Row Level Security.</description>
-  <pubDate>Tue, 30 Nov 2021 03:30:00 GMT</pubDate>
+  <pubDate>Tue, 30 Nov 2021 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-studio</guid>
   <title>Supabase Studio</title>
   <link>https://supabase.com/blog/supabase-studio</link>
   <description>The same Dashboard that you&apos;re using on our Platform is now available for local development and Self-Hosting.</description>
-  <pubDate>Mon, 29 Nov 2021 03:30:00 GMT</pubDate>
+  <pubDate>Mon, 29 Nov 2021 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/community-day-lw3</guid>
   <title>Community Day</title>
   <link>https://supabase.com/blog/community-day-lw3</link>
   <description>Kicking off launch week by highlighting the communities around Supabase.</description>
-  <pubDate>Sun, 28 Nov 2021 03:30:00 GMT</pubDate>
+  <pubDate>Sun, 28 Nov 2021 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/whats-new-in-postgres-14</guid>
   <title>New in PostgreSQL 14: What every developer should know</title>
   <link>https://supabase.com/blog/whats-new-in-postgres-14</link>
   <description>A quick look at some new features and functionality in PostgreSQL 14.</description>
-  <pubDate>Sat, 27 Nov 2021 03:30:00 GMT</pubDate>
+  <pubDate>Sat, 27 Nov 2021 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/postgrest-9</guid>
   <title>PostgREST 9</title>
   <link>https://supabase.com/blog/postgrest-9</link>
   <description>New features and updates in PostgREST version 9.</description>
-  <pubDate>Fri, 26 Nov 2021 03:30:00 GMT</pubDate>
+  <pubDate>Fri, 26 Nov 2021 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-launch-week-the-trilogy</guid>
   <title>Supabase Launch Week III: Holiday Special</title>
   <link>https://supabase.com/blog/supabase-launch-week-the-trilogy</link>
   <description>Tis the season to be shipping.</description>
-  <pubDate>Thu, 25 Nov 2021 03:30:00 GMT</pubDate>
+  <pubDate>Thu, 25 Nov 2021 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-how-we-launch</guid>
   <title>How we launch at Supabase</title>
   <link>https://supabase.com/blog/supabase-how-we-launch</link>
   <description>The history and methodology of Supabase Launch Week.</description>
-  <pubDate>Thu, 25 Nov 2021 03:30:00 GMT</pubDate>
+  <pubDate>Thu, 25 Nov 2021 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-beta-october-2021</guid>
   <title>Supabase Beta October 2021</title>
   <link>https://supabase.com/blog/supabase-beta-october-2021</link>
   <description>Three new Auth providers, multi-schema support, and we&apos;re gearing up for another Launch Week.</description>
-  <pubDate>Sat, 06 Nov 2021 02:30:00 GMT</pubDate>
+  <pubDate>Sat, 06 Nov 2021 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-series-a</guid>
   <title>Supabase $30m Series A</title>
   <link>https://supabase.com/blog/supabase-series-a</link>
   <description>Supabase just raised $30M, bringing our total funding to $36M.</description>
-  <pubDate>Wed, 27 Oct 2021 02:30:00 GMT</pubDate>
+  <pubDate>Wed, 27 Oct 2021 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/replenysh-time-to-value-in-less-than-24-hours</guid>
   <title>Replenysh uses Supabase to implement OTP in less than 24-hours</title>
   <link>https://supabase.com/blog/replenysh-time-to-value-in-less-than-24-hours</link>
   <description>Learn how Replenysh uses Supabase to power the circular economy, redefining how brands interact with their customers and products.</description>
-  <pubDate>Mon, 18 Oct 2021 02:30:00 GMT</pubDate>
+  <pubDate>Mon, 18 Oct 2021 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/hacktoberfest-hackathon-winners-2021</guid>
   <title>Hacktoberfest Hackathon Winners 2021</title>
   <link>https://supabase.com/blog/hacktoberfest-hackathon-winners-2021</link>
   <description>Celebrating many amazing projects submitted to our Hacktoberfest Hackathon.</description>
-  <pubDate>Wed, 13 Oct 2021 02:30:00 GMT</pubDate>
+  <pubDate>Wed, 13 Oct 2021 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-beta-sept-2021</guid>
   <title>Supabase Beta Sept 2021</title>
   <link>https://supabase.com/blog/supabase-beta-sept-2021</link>
   <description>Hackathon, Aborting request, UI updates, and now Hiring.</description>
-  <pubDate>Sun, 03 Oct 2021 02:30:00 GMT</pubDate>
+  <pubDate>Sun, 03 Oct 2021 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-hacktoberfest-hackathon-2021</guid>
   <title>Supabase Hacktoberfest Hackathon 2021</title>
   <link>https://supabase.com/blog/supabase-hacktoberfest-hackathon-2021</link>
   <description>We&apos;re running another Supabase Hackathon during Hacktoberfest!</description>
-  <pubDate>Mon, 27 Sep 2021 02:30:00 GMT</pubDate>
+  <pubDate>Mon, 27 Sep 2021 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-beta-august-2021</guid>
   <title>Supabase Beta August 2021</title>
   <link>https://supabase.com/blog/supabase-beta-august-2021</link>
   <description>Fundraising, Realtime Security, custom SMS templates, and deployments in South Korea.</description>
-  <pubDate>Thu, 09 Sep 2021 02:30:00 GMT</pubDate>
+  <pubDate>Thu, 09 Sep 2021 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-beta-july-2021</guid>
   <title>Supabase Beta July 2021</title>
   <link>https://supabase.com/blog/supabase-beta-july-2021</link>
   <description>Discord Logins, Vercel Integration, Full text search, and OAuth guides.</description>
-  <pubDate>Wed, 11 Aug 2021 02:30:00 GMT</pubDate>
+  <pubDate>Wed, 11 Aug 2021 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/hackathon-winners</guid>
   <title>Open Source Hackathon Winners</title>
   <link>https://supabase.com/blog/hackathon-winners</link>
   <description>Let the medal ceremony begin for the best projects submitted during the Supabase Hackathon.</description>
-  <pubDate>Sun, 08 Aug 2021 02:30:00 GMT</pubDate>
+  <pubDate>Sun, 08 Aug 2021 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-swag-store</guid>
   <title>Supabase Swag Store</title>
   <link>https://supabase.com/blog/supabase-swag-store</link>
   <description>Today we are officially launching the Supabase Swag Store.</description>
-  <pubDate>Thu, 29 Jul 2021 02:30:00 GMT</pubDate>
+  <pubDate>Thu, 29 Jul 2021 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-functions-updates</guid>
   <title>Updates for Supabase Functions</title>
   <link>https://supabase.com/blog/supabase-functions-updates</link>
   <description>The question on everyone&apos;s mind - are we launching Supabase Functions? Well, it&apos;s complicated.</description>
-  <pubDate>Thu, 29 Jul 2021 02:30:00 GMT</pubDate>
+  <pubDate>Thu, 29 Jul 2021 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/1-the-supabase-hackathon</guid>
   <title>The Supabase Hackathon</title>
   <link>https://supabase.com/blog/1-the-supabase-hackathon</link>
   <description>A whole week of Hacking for Fun and Prizes.</description>
-  <pubDate>Thu, 29 Jul 2021 02:30:00 GMT</pubDate>
+  <pubDate>Thu, 29 Jul 2021 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-reports-and-metrics</guid>
   <title>Supabase Reports and Metrics</title>
   <link>https://supabase.com/blog/supabase-reports-and-metrics</link>
   <description>We&apos;re exposing a full set of metrics in your projects, so that you can build better (and faster) products for your users.</description>
-  <pubDate>Wed, 28 Jul 2021 02:30:00 GMT</pubDate>
+  <pubDate>Wed, 28 Jul 2021 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-auth-passwordless-sms-login</guid>
   <title>Supabase Auth v2: Phone Auth now available</title>
   <link>https://supabase.com/blog/supabase-auth-passwordless-sms-login</link>
   <description>Phone Auth is available today on all new and existing Supabase projects.</description>
-  <pubDate>Tue, 27 Jul 2021 02:30:00 GMT</pubDate>
+  <pubDate>Tue, 27 Jul 2021 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/mobbin-supabase-200000-users</guid>
   <title>Mobbin uses Supabase to authenticate 200,000 users</title>
   <link>https://supabase.com/blog/mobbin-supabase-200000-users</link>
   <description>Learn how Mobbin migrated 200,000 users from Firebase for a better authentication experience.</description>
-  <pubDate>Tue, 27 Jul 2021 02:30:00 GMT</pubDate>
+  <pubDate>Tue, 27 Jul 2021 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/storage-beta</guid>
   <title>Supabase Storage now in Beta</title>
   <link>https://supabase.com/blog/storage-beta</link>
   <description>Supabase Storage moves into Beta.</description>
-  <pubDate>Mon, 26 Jul 2021 02:30:00 GMT</pubDate>
+  <pubDate>Mon, 26 Jul 2021 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/spot-flutter-with-postgres</guid>
   <title>Spot: a video sharing app built with Flutter</title>
   <link>https://supabase.com/blog/spot-flutter-with-postgres</link>
   <description>Spot is a geolocation-based video-sharing app with some social networking features.</description>
-  <pubDate>Mon, 26 Jul 2021 02:30:00 GMT</pubDate>
+  <pubDate>Mon, 26 Jul 2021 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-postgres-13</guid>
   <title>Supabase is now on Postgres 13.3</title>
   <link>https://supabase.com/blog/supabase-postgres-13</link>
   <description>From today, new Supabase projects will be on a version of Supabase Postgres that runs on Postgres 13.3.</description>
-  <pubDate>Sun, 25 Jul 2021 02:30:00 GMT</pubDate>
+  <pubDate>Sun, 25 Jul 2021 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-community-day</guid>
   <title>Supabase Community Day</title>
   <link>https://supabase.com/blog/supabase-community-day</link>
   <description>Community Day</description>
-  <pubDate>Sun, 25 Jul 2021 02:30:00 GMT</pubDate>
+  <pubDate>Sun, 25 Jul 2021 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/epsilon3-self-hosting</guid>
   <title>Epsilon3 Self-Host Supabase To Revolutionize Space Operations </title>
   <link>https://supabase.com/blog/epsilon3-self-hosting</link>
   <description>Learn how the team at Epsilon3 use Supabase to help teams execute secure and reliable operations in an industry that project spend runs into the billions.</description>
-  <pubDate>Sun, 25 Jul 2021 02:30:00 GMT</pubDate>
+  <pubDate>Sun, 25 Jul 2021 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-launch-week-sql</guid>
   <title>Supabase Launch Week II: The SQL</title>
   <link>https://supabase.com/blog/supabase-launch-week-sql</link>
   <description>Five days of Supabase. Again.</description>
-  <pubDate>Wed, 21 Jul 2021 02:30:00 GMT</pubDate>
+  <pubDate>Wed, 21 Jul 2021 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/roles-postgres-hooks</guid>
   <title>Protecting reserved roles with PostgreSQL Hooks</title>
   <link>https://supabase.com/blog/roles-postgres-hooks</link>
   <description>Using Postgres Hooks to protect functionality in your Postgres database.</description>
-  <pubDate>Thu, 01 Jul 2021 02:30:00 GMT</pubDate>
+  <pubDate>Thu, 01 Jul 2021 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-beta-june-2021</guid>
   <title>Supabase Beta June 2021</title>
   <link>https://supabase.com/blog/supabase-beta-june-2021</link>
   <description>Discord Logins, Vercel Integration, Full text search, and OAuth guides.</description>
-  <pubDate>Tue, 01 Jun 2021 02:30:00 GMT</pubDate>
+  <pubDate>Tue, 01 Jun 2021 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-beta-may-2021</guid>
   <title>Supabase Beta May 2021</title>
   <link>https://supabase.com/blog/supabase-beta-may-2021</link>
   <description>Apple &amp;amp; Twitter Logins, Supabase Grid, Go &amp;amp; Swift Libraries.</description>
-  <pubDate>Tue, 01 Jun 2021 02:30:00 GMT</pubDate>
+  <pubDate>Tue, 01 Jun 2021 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-beta-april-2021</guid>
   <title>Supabase Beta April 2021</title>
   <link>https://supabase.com/blog/supabase-beta-april-2021</link>
   <description>Supabase &quot;gardening&quot; - stability, security, and community support.</description>
-  <pubDate>Tue, 04 May 2021 02:30:00 GMT</pubDate>
+  <pubDate>Tue, 04 May 2021 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-beta-march-2021</guid>
   <title>Supabase Beta March 2021</title>
   <link>https://supabase.com/blog/supabase-beta-march-2021</link>
   <description>Launch week, Storage, Supabase CLI, Connection Pooling, Supabase UI, and Pricing.</description>
-  <pubDate>Mon, 05 Apr 2021 02:30:00 GMT</pubDate>
+  <pubDate>Mon, 05 Apr 2021 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-workflows</guid>
   <title>Workflows are coming to Supabase</title>
   <link>https://supabase.com/blog/supabase-workflows</link>
   <description>Functions are great, but you know what&apos;s better?</description>
-  <pubDate>Thu, 01 Apr 2021 02:30:00 GMT</pubDate>
+  <pubDate>Thu, 01 Apr 2021 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-pgbouncer</guid>
   <title>PgBouncer is now available in Supabase</title>
   <link>https://supabase.com/blog/supabase-pgbouncer</link>
   <description>Better support for Serverless and Postgres.</description>
-  <pubDate>Thu, 01 Apr 2021 02:30:00 GMT</pubDate>
+  <pubDate>Thu, 01 Apr 2021 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-dot-com</guid>
   <title>Supabase Dot Com</title>
   <link>https://supabase.com/blog/supabase-dot-com</link>
   <description>The Supabase Domain name is changing.</description>
-  <pubDate>Thu, 01 Apr 2021 02:30:00 GMT</pubDate>
+  <pubDate>Thu, 01 Apr 2021 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-nft-marketplace</guid>
   <title>Supabase Launches NFT Marketplace</title>
   <link>https://supabase.com/blog/supabase-nft-marketplace</link>
   <description>A fully encrypted NFT platform to protect and transact your digital assets</description>
-  <pubDate>Thu, 01 Apr 2021 02:30:00 GMT</pubDate>
+  <pubDate>Wed, 31 Mar 2021 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-cli</guid>
   <title>Supabase CLI</title>
   <link>https://supabase.com/blog/supabase-cli</link>
   <description>Local development, database migrations, and self-hosting.</description>
-  <pubDate>Wed, 31 Mar 2021 02:30:00 GMT</pubDate>
+  <pubDate>Tue, 30 Mar 2021 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-storage</guid>
   <title>Storage is now available in Supabase</title>
   <link>https://supabase.com/blog/supabase-storage</link>
   <description>Launching Supabase Storage and how you can use it in your apps</description>
-  <pubDate>Tue, 30 Mar 2021 02:30:00 GMT</pubDate>
+  <pubDate>Mon, 29 Mar 2021 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/pricing</guid>
   <title>Supabase Beta Pricing</title>
   <link>https://supabase.com/blog/pricing</link>
   <description>Supabase launches Beta pricing structure</description>
-  <pubDate>Mon, 29 Mar 2021 02:30:00 GMT</pubDate>
+  <pubDate>Sun, 28 Mar 2021 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/launch-week</guid>
   <title>Launch week</title>
   <link>https://supabase.com/blog/launch-week</link>
   <description>Five days of Supabase.</description>
-  <pubDate>Wed, 24 Mar 2021 02:30:00 GMT</pubDate>
+  <pubDate>Wed, 24 Mar 2021 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/angels-of-supabase</guid>
   <title>Angels of Supabase</title>
   <link>https://supabase.com/blog/angels-of-supabase</link>
   <description>Meet the investors of Supabase.</description>
-  <pubDate>Wed, 24 Mar 2021 02:30:00 GMT</pubDate>
+  <pubDate>Wed, 24 Mar 2021 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/In-The-Loop</guid>
   <title>Developers stay up to date with intheloop.dev</title>
   <link>https://supabase.com/blog/In-The-Loop</link>
   <description>Learn why Kevin is building intheloop.dev with Supabase</description>
-  <pubDate>Mon, 22 Mar 2021 02:30:00 GMT</pubDate>
+  <pubDate>Sun, 21 Mar 2021 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/using-supabase-replit</guid>
   <title>Using Supabase in Replit</title>
   <link>https://supabase.com/blog/using-supabase-replit</link>
   <description>Free hosted relational database from within your node.js repl</description>
-  <pubDate>Thu, 11 Mar 2021 03:30:00 GMT</pubDate>
+  <pubDate>Wed, 10 Mar 2021 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/toad-a-link-shortener-with-simple-apis-for-low-coders</guid>
   <title>Toad, a link shortener with simple APIs for low-coders</title>
   <link>https://supabase.com/blog/toad-a-link-shortener-with-simple-apis-for-low-coders</link>
   <description>An easy-to-use link shortening tool with simple APIs</description>
-  <pubDate>Mon, 08 Mar 2021 03:30:00 GMT</pubDate>
+  <pubDate>Sun, 07 Mar 2021 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/postgres-as-a-cron-server</guid>
   <title>Postgres as a CRON Server</title>
   <link>https://supabase.com/blog/postgres-as-a-cron-server</link>
   <description>Running repetitive tasks with your Postgres database.</description>
-  <pubDate>Fri, 05 Mar 2021 03:30:00 GMT</pubDate>
+  <pubDate>Thu, 04 Mar 2021 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-beta-february-2021</guid>
   <title>Supabase Beta February 2021</title>
   <link>https://supabase.com/blog/supabase-beta-february-2021</link>
   <description>One year of building.</description>
-  <pubDate>Tue, 02 Mar 2021 03:30:00 GMT</pubDate>
+  <pubDate>Mon, 01 Mar 2021 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/cracking-postgres-interview</guid>
   <title>Cracking PostgreSQL Interview Questions</title>
   <link>https://supabase.com/blog/cracking-postgres-interview</link>
   <description>Understand the top PostgreSQL Interview Questions</description>
-  <pubDate>Sat, 27 Feb 2021 03:30:00 GMT</pubDate>
+  <pubDate>Fri, 26 Feb 2021 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/case-study-roboflow</guid>
   <title>Roboflow.com choose Supabase to power Paint.wtf leaderboard</title>
   <link>https://supabase.com/blog/case-study-roboflow</link>
   <description>Learn how Roboflow.com used Supabase to build their Paint.wtf leaderboard</description>
-  <pubDate>Tue, 09 Feb 2021 03:30:00 GMT</pubDate>
+  <pubDate>Mon, 08 Feb 2021 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-beta-january-2021</guid>
   <title>Supabase Beta January 2021</title>
   <link>https://supabase.com/blog/supabase-beta-january-2021</link>
   <description>Eleven months of building.</description>
-  <pubDate>Tue, 02 Feb 2021 03:30:00 GMT</pubDate>
+  <pubDate>Mon, 01 Feb 2021 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-beta-december-2020</guid>
   <title>Supabase Beta December 2020</title>
   <link>https://supabase.com/blog/supabase-beta-december-2020</link>
   <description>Ten months of building.</description>
-  <pubDate>Sat, 02 Jan 2021 03:30:00 GMT</pubDate>
+  <pubDate>Fri, 01 Jan 2021 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-dashboard-performance</guid>
   <title>Making the Supabase Dashboard Supa-fast</title>
   <link>https://supabase.com/blog/supabase-dashboard-performance</link>
   <description>Improving the performance of the Supabase dashboard</description>
-  <pubDate>Sun, 13 Dec 2020 03:30:00 GMT</pubDate>
+  <pubDate>Sat, 12 Dec 2020 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-striveschool</guid>
   <title>Supabase Partners With Strive School To Help Teach Open Source</title>
   <link>https://supabase.com/blog/supabase-striveschool</link>
   <description>Supabase Partners With Strive School To Help Teach Open Source To The Next Generation Of Developers</description>
-  <pubDate>Wed, 02 Dec 2020 03:30:00 GMT</pubDate>
+  <pubDate>Tue, 01 Dec 2020 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/case-study-xendit</guid>
   <title>Xendit Built a Counter-Fraud Watchlist for the Fintech Industry</title>
   <link>https://supabase.com/blog/case-study-xendit</link>
   <description>See how Xendit use Supabase to build a full-text search engine.</description>
-  <pubDate>Wed, 02 Dec 2020 03:30:00 GMT</pubDate>
+  <pubDate>Tue, 01 Dec 2020 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/case-study-tayfa</guid>
   <title>TAYFA Built a No-Code Website Builder in Seven Days</title>
   <link>https://supabase.com/blog/case-study-tayfa</link>
   <description>See how Tayfa went from idea to paying customer in less than 30 days.</description>
-  <pubDate>Wed, 02 Dec 2020 03:30:00 GMT</pubDate>
+  <pubDate>Tue, 01 Dec 2020 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/case-study-monitoro</guid>
   <title>Monitoro Built a Web Crawler Handling Millions of API Requests</title>
   <link>https://supabase.com/blog/case-study-monitoro</link>
   <description>See how Monitoro built an automated scraping platform using Supabase.</description>
-  <pubDate>Wed, 02 Dec 2020 03:30:00 GMT</pubDate>
+  <pubDate>Tue, 01 Dec 2020 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-alpha-november-2020</guid>
   <title>Supabase Alpha November 2020</title>
   <link>https://supabase.com/blog/supabase-alpha-november-2020</link>
   <description>Nine months of building.</description>
-  <pubDate>Tue, 01 Dec 2020 03:30:00 GMT</pubDate>
+  <pubDate>Mon, 30 Nov 2020 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/postgresql-views</guid>
   <title>Postgres Views</title>
   <link>https://supabase.com/blog/postgresql-views</link>
   <description>Creating and using a view in PostgreSQL.</description>
-  <pubDate>Wed, 18 Nov 2020 03:30:00 GMT</pubDate>
+  <pubDate>Tue, 17 Nov 2020 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-alpha-october-2020</guid>
   <title>Supabase Alpha October 2020</title>
   <link>https://supabase.com/blog/supabase-alpha-october-2020</link>
   <description>Eight months of building.</description>
-  <pubDate>Mon, 02 Nov 2020 03:30:00 GMT</pubDate>
+  <pubDate>Sun, 01 Nov 2020 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/improved-dx</guid>
   <title>Supabase.js 1.0</title>
   <link>https://supabase.com/blog/improved-dx</link>
   <description>We&apos;re releasing a new version of our Supabase client with some awesome new improvements.</description>
-  <pubDate>Fri, 30 Oct 2020 02:30:00 GMT</pubDate>
+  <pubDate>Thu, 29 Oct 2020 23:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-alpha-september-2020</guid>
   <title>Supabase Alpha September 2020</title>
   <link>https://supabase.com/blog/supabase-alpha-september-2020</link>
   <description>Seven months of building.</description>
-  <pubDate>Sat, 03 Oct 2020 02:30:00 GMT</pubDate>
+  <pubDate>Fri, 02 Oct 2020 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-hacktoberfest-2020</guid>
   <title>Supabase Hacktoberfest 2020</title>
   <link>https://supabase.com/blog/supabase-hacktoberfest-2020</link>
   <description>Join us for a celebration of open source software and learn how to contribute to Supabase.</description>
-  <pubDate>Fri, 11 Sep 2020 02:30:00 GMT</pubDate>
+  <pubDate>Thu, 10 Sep 2020 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-alpha-august-2020</guid>
   <title>Supabase Alpha August 2020</title>
   <link>https://supabase.com/blog/supabase-alpha-august-2020</link>
   <description>Six months of building</description>
-  <pubDate>Thu, 03 Sep 2020 02:30:00 GMT</pubDate>
+  <pubDate>Wed, 02 Sep 2020 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-auth</guid>
   <title>Supabase Auth</title>
   <link>https://supabase.com/blog/supabase-auth</link>
   <description>Authenticate and authorize your users with Supabase Auth</description>
-  <pubDate>Wed, 05 Aug 2020 02:30:00 GMT</pubDate>
+  <pubDate>Tue, 04 Aug 2020 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-alpha-july-2020</guid>
   <title>Supabase Alpha July 2020</title>
   <link>https://supabase.com/blog/supabase-alpha-july-2020</link>
   <description>Five months of building</description>
-  <pubDate>Sun, 02 Aug 2020 02:30:00 GMT</pubDate>
+  <pubDate>Sat, 01 Aug 2020 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/continuous-postgresql-backup-walg</guid>
   <title>Continuous PostgreSQL Backups using WAL-G</title>
   <link>https://supabase.com/blog/continuous-postgresql-backup-walg</link>
   <description>Have you ever wanted to restore your database&apos;s state to a particular moment in time? This post explains how, using WAL-G.</description>
-  <pubDate>Sun, 02 Aug 2020 02:30:00 GMT</pubDate>
+  <pubDate>Sat, 01 Aug 2020 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/alpha-launch-postmortem</guid>
   <title>Alpha Launch Postmortem</title>
   <link>https://supabase.com/blog/alpha-launch-postmortem</link>
   <description>Everything that went wrong with Supabase&apos;s launch</description>
-  <pubDate>Fri, 10 Jul 2020 02:30:00 GMT</pubDate>
+  <pubDate>Thu, 09 Jul 2020 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/postgresql-templates</guid>
   <title>What are PostgreSQL Templates?</title>
   <link>https://supabase.com/blog/postgresql-templates</link>
   <description>What are PostgreSQL templates and what are they used for?</description>
-  <pubDate>Thu, 09 Jul 2020 02:30:00 GMT</pubDate>
+  <pubDate>Wed, 08 Jul 2020 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/postgresql-physical-logical-backups</guid>
   <title>Physical vs Logical Backups in PostgreSQL</title>
   <link>https://supabase.com/blog/postgresql-physical-logical-backups</link>
   <description>What are physical and logical backups in Postgres?</description>
-  <pubDate>Tue, 07 Jul 2020 02:30:00 GMT</pubDate>
+  <pubDate>Mon, 06 Jul 2020 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-alpha-june-2020</guid>
   <title>Supabase Alpha June 2020</title>
   <link>https://supabase.com/blog/supabase-alpha-june-2020</link>
   <description>Four months of building</description>
-  <pubDate>Wed, 01 Jul 2020 02:30:00 GMT</pubDate>
+  <pubDate>Tue, 30 Jun 2020 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-steve-chavez</guid>
   <title>Steve Chavez has joined Supabase</title>
   <link>https://supabase.com/blog/supabase-steve-chavez</link>
   <description>Steve joins Supabase to help build Auth.</description>
-  <pubDate>Mon, 15 Jun 2020 02:30:00 GMT</pubDate>
+  <pubDate>Sun, 14 Jun 2020 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-alpha-may-2020</guid>
   <title>Supabase Alpha May 2020</title>
   <link>https://supabase.com/blog/supabase-alpha-may-2020</link>
   <description>Three months of building</description>
-  <pubDate>Mon, 01 Jun 2020 02:30:00 GMT</pubDate>
+  <pubDate>Sun, 31 May 2020 22:00:00 GMT</pubDate>
 </item>
 <item>
   <guid>https://supabase.com/blog/supabase-alpha-april-2020</guid>
   <title>Supabase Alpha April 2020</title>
   <link>https://supabase.com/blog/supabase-alpha-april-2020</link>
   <description>Two months of building</description>
-  <pubDate>Mon, 01 Jun 2020 02:30:00 GMT</pubDate>
-</item>
-<item>
-  <guid>https://supabase.com/blog/</guid>
-  <title></title>
-  <link>https://supabase.com/blog/</link>
-  <description></description>
-  <pubDate>Invalid Date</pubDate>
+  <pubDate>Sun, 31 May 2020 22:00:00 GMT</pubDate>
 </item>
 
     </channel>
diff --git a/apps/www/styles/index.css b/apps/www/styles/index.css
index 8e622721c87..20c211ab220 100644
--- a/apps/www/styles/index.css
+++ b/apps/www/styles/index.css
@@ -779,3 +779,17 @@ launch week
   z-index: 9999 !important;
   margin-top: 65px !important;
 }
+
+/* Zoomable image */
+
+[data-rmiz-modal-overlay],
+[data-rmiz-modal-img] {
+  transition-timing-function: cubic-bezier(0.24, 0.25, 0.05, 1) !important;
+}
+[data-rmiz-modal-overlay='visible'] {
+  background-color: var(--colors-scale1) !important;
+  opacity: 0.8;
+}
+[data-rmiz-modal-img] {
+  image-rendering: high-quality;
+}
diff --git a/package-lock.json b/package-lock.json
index d31b9139787..671714a62f0 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -341,6 +341,7 @@
         "react-dom": "^17.0.2",
         "react-ga": "^3.3.0",
         "react-markdown": "^8.0.3",
+        "react-medium-image-zoom": "^5.1.8",
         "react-syntax-highlighter": "^15.5.0",
         "react-tooltip": "^4.2.17",
         "react-transition-group": "^4.4.1",
@@ -33964,6 +33965,21 @@
       "version": "18.2.0",
       "license": "MIT"
     },
+    "node_modules/react-medium-image-zoom": {
+      "version": "5.1.8",
+      "resolved": "https://registry.npmjs.org/react-medium-image-zoom/-/react-medium-image-zoom-5.1.8.tgz",
+      "integrity": "sha512-2X4oLlEopIWg7qalR1Qpy4gPrU9CTF0DvJ7HNu5u/NwdyQWupEsje2vuMbjBz7+np8MmQ4DKJ6zGr1ofCuzB3g==",
+      "funding": [
+        {
+          "type": "github",
+          "url": "https://github.com/sponsors/rpearce"
+        }
+      ],
+      "peerDependencies": {
+        "react": "^16.8.0 || ^17.0.0 || ^18.0.0",
+        "react-dom": "^16.8.0 || ^17.0.0 || ^18.0.0"
+      }
+    },
     "node_modules/react-merge-refs": {
       "version": "1.1.0",
       "license": "MIT",

From e2d7c5e693a1ce6e3240fee0b96ae53667e567ee Mon Sep 17 00:00:00 2001
From: egor-romanov <egor.romanov@gmail.com>
Date: Fri, 11 Aug 2023 12:02:16 +0300
Subject: [PATCH 46/58] add supavisor post

---
 .../_blog/2023-08-11-supavisor-1-million.mdx  | 436 ++++++++++++++++++
 .../chart-1m-dark.png                         | Bin 0 -> 34322 bytes
 .../chart-1m-light.png                        | Bin 0 -> 22182 bytes
 .../chart-20k-duration-dark.png               | Bin 0 -> 115031 bytes
 .../chart-20k-duration-light.png              | Bin 0 -> 61190 bytes
 .../chart-20k-rps-dark.png                    | Bin 0 -> 35602 bytes
 .../chart-20k-rps-light.png                   | Bin 0 -> 23097 bytes
 .../chart-5k-duration-dark.png                | Bin 0 -> 152782 bytes
 .../chart-5k-duration-light.png               | Bin 0 -> 118369 bytes
 .../chart-5k-rps-dark.png                     | Bin 0 -> 36096 bytes
 .../chart-5k-rps-light.png                    | Bin 0 -> 22036 bytes
 .../chart-baseline-dark.png                   | Bin 0 -> 37454 bytes
 .../chart-baseline-light.png                  | Bin 0 -> 24564 bytes
 .../chart-pgbouncer-duration-dark.png         | Bin 0 -> 187452 bytes
 .../chart-pgbouncer-duration-light.png        | Bin 0 -> 114088 bytes
 .../chart-supavisor-duration-dark.png         | Bin 0 -> 171931 bytes
 .../chart-supavisor-duration-light.png        | Bin 0 -> 120232 bytes
 .../chart-vertical-dark.png                   | Bin 0 -> 34862 bytes
 .../chart-vertical-light.png                  | Bin 0 -> 21787 bytes
 .../cpu-1m-dark.png                           | Bin 0 -> 277288 bytes
 .../cpu-1m-light.png                          | Bin 0 -> 249782 bytes
 .../cpu-vertical-dark.png                     | Bin 0 -> 287442 bytes
 .../cpu-vertical-light.png                    | Bin 0 -> 521963 bytes
 .../diagram-dark.png                          | Bin 0 -> 134016 bytes
 .../diagram-light.png                         | Bin 0 -> 99004 bytes
 .../postgres-metrics.png                      | Bin 0 -> 553602 bytes
 26 files changed, 436 insertions(+)
 create mode 100644 apps/www/_blog/2023-08-11-supavisor-1-million.mdx
 create mode 100644 apps/www/public/images/blog/2023-08-11-supavisor-1-million/chart-1m-dark.png
 create mode 100644 apps/www/public/images/blog/2023-08-11-supavisor-1-million/chart-1m-light.png
 create mode 100644 apps/www/public/images/blog/2023-08-11-supavisor-1-million/chart-20k-duration-dark.png
 create mode 100644 apps/www/public/images/blog/2023-08-11-supavisor-1-million/chart-20k-duration-light.png
 create mode 100644 apps/www/public/images/blog/2023-08-11-supavisor-1-million/chart-20k-rps-dark.png
 create mode 100644 apps/www/public/images/blog/2023-08-11-supavisor-1-million/chart-20k-rps-light.png
 create mode 100644 apps/www/public/images/blog/2023-08-11-supavisor-1-million/chart-5k-duration-dark.png
 create mode 100644 apps/www/public/images/blog/2023-08-11-supavisor-1-million/chart-5k-duration-light.png
 create mode 100644 apps/www/public/images/blog/2023-08-11-supavisor-1-million/chart-5k-rps-dark.png
 create mode 100644 apps/www/public/images/blog/2023-08-11-supavisor-1-million/chart-5k-rps-light.png
 create mode 100644 apps/www/public/images/blog/2023-08-11-supavisor-1-million/chart-baseline-dark.png
 create mode 100644 apps/www/public/images/blog/2023-08-11-supavisor-1-million/chart-baseline-light.png
 create mode 100644 apps/www/public/images/blog/2023-08-11-supavisor-1-million/chart-pgbouncer-duration-dark.png
 create mode 100644 apps/www/public/images/blog/2023-08-11-supavisor-1-million/chart-pgbouncer-duration-light.png
 create mode 100644 apps/www/public/images/blog/2023-08-11-supavisor-1-million/chart-supavisor-duration-dark.png
 create mode 100644 apps/www/public/images/blog/2023-08-11-supavisor-1-million/chart-supavisor-duration-light.png
 create mode 100644 apps/www/public/images/blog/2023-08-11-supavisor-1-million/chart-vertical-dark.png
 create mode 100644 apps/www/public/images/blog/2023-08-11-supavisor-1-million/chart-vertical-light.png
 create mode 100644 apps/www/public/images/blog/2023-08-11-supavisor-1-million/cpu-1m-dark.png
 create mode 100644 apps/www/public/images/blog/2023-08-11-supavisor-1-million/cpu-1m-light.png
 create mode 100644 apps/www/public/images/blog/2023-08-11-supavisor-1-million/cpu-vertical-dark.png
 create mode 100644 apps/www/public/images/blog/2023-08-11-supavisor-1-million/cpu-vertical-light.png
 create mode 100644 apps/www/public/images/blog/2023-08-11-supavisor-1-million/diagram-dark.png
 create mode 100644 apps/www/public/images/blog/2023-08-11-supavisor-1-million/diagram-light.png
 create mode 100644 apps/www/public/images/blog/2023-08-11-supavisor-1-million/postgres-metrics.png

diff --git a/apps/www/_blog/2023-08-11-supavisor-1-million.mdx b/apps/www/_blog/2023-08-11-supavisor-1-million.mdx
new file mode 100644
index 00000000000..569cc755fcb
--- /dev/null
+++ b/apps/www/_blog/2023-08-11-supavisor-1-million.mdx
@@ -0,0 +1,436 @@
+---
+title: 'Supavisor: Scaling Postgres to 1 Million Connections'
+description: 'Supavisor is a scalable, cloud-native Postgres connection pooler. We connected a million clients to it to see how it performs.'
+launchweek: 8
+tags:
+  - launch-week
+  - supavisor
+  - postgres
+date: '2023-08-11'
+published_at: '2023-08-11T09:00:00.000-07:00'
+toc_depth: 3
+author: egor_romanov,chasers,stas
+image: launch-week-8/day-4/vercel-and-supabase-og.jpg
+thumb: launch-week-8/day-4/vercel-and-supabase-thumb.jpg
+---
+
+One of the most [widely-discussed shortcomings](https://news.ycombinator.com/item?id=24735012) of Postgres is it's connection system. Every Postgres connection has a reasonably high memory footprint, and determining the maximum number of connections your database can handle is a [bit of an art](https://momjian.us/main/blogs/pgblog/2020.html#April_22_2020).
+
+A common solution is [connection pooling](https://supabase.com/docs/guides/database/connecting-to-postgres#how-connection-pooling-works). Supabase currently offers [pgbouncer](http://www.pgbouncer.org/) which is single-threaded, making it difficult to scale. We've seen some [novel ways](https://twitter.com/viggy28/status/1677674197664038912?s=12&t=_WCn3v_QJ7tkQLvOvkZkqg) to scale pgbouncer, but we have a [few other goals](https://github.com/supabase/supavisor#motivation) in mind for our platform.
+
+And so we've built [Supavisor](https://github.com/supabase/supavisor), a Postgres connection pooler that can handle millions of connections. You can use Supavisor to connect to your Postgres from servers and Edge Functions without worrying about connection limits.
+
+## What is Supavisor?
+
+Supavisor is a scalable, cloud-native Postgres connection pooler. It can handle millions of connections without significant overhead or latency. It has been developed with multitenancy in mind and can be used with multiple databases. Supavisor is built in Elixir, in partnership with [José Valim](https://twitter.com/josevalim) (the creator of Elixir) and the [Dashbit](https://dashbit.co/) team.
+
+<div>
+  <img
+    alt="multi database"
+    className="dark:hidden"
+    src="/images/blog/2023-08-11-supavisor-1-million/diagram-light.png"
+  />
+  <img
+    alt="multi database"
+    className="hidden dark:block"
+    src="/images/blog/2023-08-11-supavisor-1-million/diagram-dark.png"
+  />
+</div>
+
+Supavisor will enable us to build some exciting new features:
+
+- query caching
+- automatic read-replica load balancing
+- query blocking
+- and much more
+
+## Benchmarking 1 million connections
+
+Before rolling out Supavisor to our entire Postgres fleet, we wanted to benchmark the characteristics it exhibited under load. We tested how we can scale the cluster to handle workloads both vertically and horizontally on demand. These results have given us confidence that Supavisor can meet the needs of the Supabase platform.
+
+### Setup
+
+We use a [custom load-testing application](https://github.com/supabase/benchmarks) to test the features of the Supabase platform. It consists of:
+
+- Terraform scripts for creating a testing environment on AWS.
+- k6 as the load generator. We used the k6 guides for [running large-scale tests](https://k6.io/docs/testing-guides/running-large-tests/) and [fine-tuning OS](https://k6.io/docs/misc/fine-tuning-os/) to tweak the config for AWS instances.
+- Grafana + Prometheus for monitoring.
+
+To simulate 1,000,000 concurrent active connections, we used 20 AWS EC2 instances with 16 cores and 32GB of RAM. We ran the tests for up to 2 hours to ensure that the Supavisor could handle the load over long periods.
+
+### Establishing a baseline
+
+In the first test, we set up a single ARM 16-core Supavisor instance on Ubuntu 22.04.2 aarch64 connected to one database instance.
+
+We wanted to assess the capacity of a single Supavisor instance. We achieved:
+
+- 250,000 concurrent connections to Supavisor
+- Supavisor was running with a pool of 400 direct connections to the database
+- The system was processing 20,000 queries per second (QPS)
+
+<div>
+  <img
+    alt="diagram supavisor 1 instance light"
+    className="dark:hidden"
+    src="/images/blog/2023-08-11-supavisor-1-million/diagram-baseline-light.png"
+  />
+  <img
+    alt="diagram supavisor 1 instance dark"
+    className="hidden dark:block"
+    src="/images/blog/2023-08-11-supavisor-1-million/diagram-baseline-dark.png"
+  />
+</div>
+
+At this point, the database was the bottleneck - 20,000 QPS was the maximum this instance could handle. Increasing QPS is possible with a larger instance or read-replicas, but wanted to focus on the scalability of Supavisor's connection limit. As Supavisor is multitenant and built with Elixir, scaling up is as easy as adding a new tenant.
+
+<div>
+  <img
+    alt="chart connections baseline light"
+    className="dark:hidden"
+    src="/images/blog/2023-08-11-supavisor-1-million/chart-baseline-light.png"
+  />
+  <img
+    alt="chart connections baseline dark"
+    className="hidden dark:block"
+    src="/images/blog/2023-08-11-supavisor-1-million/chart-baseline-dark.png"
+  />
+</div>
+
+### Supavisor's scaling capabilities
+
+In the next step, we focused on Supavisor's vertical scaling capabilities by connecting **500,000 concurrent users** with a 64-core Supavisor instance while the single database instance configuration remained the same.
+
+<div>
+  <img
+    alt="diagram supavisor 1 instance with more cpu light"
+    className="dark:hidden"
+    src="/images/blog/2023-08-11-supavisor-1-million/diagram-vertical-light.png"
+  />
+  <img
+    alt="diagram supavisor 1 instance with more cpu dark"
+    className="hidden dark:block"
+    src="/images/blog/2023-08-11-supavisor-1-million/diagram-vertical-dark.png"
+  />
+</div>
+
+The system showed no signs of instability or performance degradation. QPS remained constant at 20,000, proving that an increased number of connections doesn't negatively affect Supavisor's overall performance (this is generally expected from a [BEAM-based language](https://stressgrid.com/blog/webserver_benchmark/) like Elixir).
+
+<div>
+  <img
+    alt="chart connections vertical scaling light"
+    className="dark:hidden"
+    src="/images/blog/2023-08-11-supavisor-1-million/chart-vertical-light.png"
+  />
+  <img
+    alt="chart connections vertical scaling dark"
+    className="hidden dark:block"
+    src="/images/blog/2023-08-11-supavisor-1-million/chart-vertical-dark.png"
+  />
+</div>
+
+While running this scenario, we also monitored how the load was distributed over Supavisor instance's cores:
+
+<div>
+  <img
+    alt="cpu load vertical scaling light"
+    className="dark:hidden"
+    src="/images/blog/2023-08-11-supavisor-1-million/cpu-vertical-light.png"
+  />
+  <img
+    alt="cpu load vertical scaling dark"
+    className="hidden dark:block"
+    src="/images/blog/2023-08-11-supavisor-1-million/cpu-vertical-dark.png"
+  />
+</div>
+
+The load is evenly spread between all cores, which is great. CPU usage is high, signaling that it is around the maximum possible for the current setup. A single instance of Supavisor with 64 cores could handle about 500,000 connections with little capacity left for emergency cases. With this reference number, we moved on to horizontal scaling tests.
+
+### Scaling to 1,000,000 connections
+
+To examine horizontal scalability, we deployed two 64-core Supavisor instances, with the first instance connected directly to the database and the other relaying queries through the first.
+
+<div>
+  <img
+    alt="diagram supavisor 2 instances light"
+    className="dark:hidden"
+    src="/images/blog/2023-08-11-supavisor-1-million/diagram-1m-light.png"
+  />
+  <img
+    alt="diagram supavisor 2 instances dark"
+    className="hidden dark:block"
+    src="/images/blog/2023-08-11-supavisor-1-million/diagram-1m-dark.png"
+  />
+</div>
+
+In the Supavisor architecture, only single node holds direct connections to each database instance. If you add Postgres read-replicas, or another databases, then the Supavisor cluster will spread the connections to the replicas. Every Supavisor instance can accept incoming connections and either execute queries themselves (if they directly connected) or relay to another node (if not).
+
+This setup successfully handled:
+
+- **1,003,200 simultaneous connections** to the Supavisor instances.
+- **20,000 QPS** or **1.2 million queries per minute.** Each user connected executed `select` queries once every 50 seconds.
+
+<div>
+  <img
+    alt="chart connections 1 million light"
+    className="dark:hidden"
+    src="/images/blog/2023-08-11-supavisor-1-million/chart-1m-light.png"
+  />
+  <img
+    alt="chart connections 1 million dark"
+    className="hidden dark:block"
+    src="/images/blog/2023-08-11-supavisor-1-million/chart-1m-dark.png"
+  />
+</div>
+
+Within the cluster:
+
+- The directly connected instance was under almost the same load as when handling 500,000 concurrent clients in a single-node mode.
+- The relaying instance was extremely over-resourced. Most cores had little-to-no workload because relayed connections are more lightweight.
+
+<div>
+  <img
+    alt="cpu load 1 million light"
+    className="dark:hidden"
+    src="/images/blog/2023-08-11-supavisor-1-million/cpu-1m-light.png"
+  />
+  <img
+    alt="cpu load 1 million dark"
+    className="hidden dark:block"
+    src="/images/blog/2023-08-11-supavisor-1-million/cpu-1m-dark.png"
+  />
+</div>
+
+In a multitenant setup (or when using Read-Replicas), the load is much more evenly spread because all Supavisor instances connect to comparable numbers of databases and have both direct and relayed connections evenly distributed between each other.
+
+<div>
+  <img
+    alt="diagram supavisor 2 instances with more databases light"
+    className="dark:hidden"
+    src="/images/blog/2023-08-11-supavisor-1-million/diagram-2db-light.png"
+  />
+  <img
+    alt="diagram supavisor 2 instances with more databases dark"
+    className="hidden dark:block"
+    src="/images/blog/2023-08-11-supavisor-1-million/diagram-2db-dark.png"
+  />
+</div>
+
+### Supavisor's impact on query duration
+
+To measure the impact, we started with 5,000 QPS (queries per second). This allows us to exclude side effects from the database side (long query execution times).
+
+The query used in the experiment was the following:
+
+```sql
+select *
+from (
+    values
+    (1, 'one'),
+    (2, 'two'),
+    (3, 'three')
+) as t (num, letter);
+```
+
+We found with Supavisor median query duration was less than 2ms. And this includes not only time from client to Supavisor but the whole roundtrip: from Client to Supavisor ➡️ from Supavisor to Postgres ➡️ then query execution time on Postgres ➡️ and back to Supavisor ➡️ and to the Client.
+
+|        | Query Duration |
+| ------ | -------------- |
+| Median | 2ms            |
+| p95    | 3ms            |
+| p99    | 23ms           |
+
+<div>
+  <img
+    alt="chart query duration for 5k qps light"
+    className="dark:hidden"
+    src="/images/blog/2023-08-11-supavisor-1-million/chart-5k-duration-light.png"
+  />
+  <img
+    alt="chart query duration for 5k qps dark"
+    className="hidden dark:block"
+    src="/images/blog/2023-08-11-supavisor-1-million/chart-5k-duration-dark.png"
+  />
+</div>
+
+<div>
+  <img
+    alt="chart query per second for 5k qps light"
+    className="dark:hidden"
+    src="/images/blog/2023-08-11-supavisor-1-million/chart-5k-rps-light.png"
+  />
+  <img
+    alt="chart query per second for 5k qps dark"
+    className="hidden dark:block"
+    src="/images/blog/2023-08-11-supavisor-1-million/chart-5k-rps-dark.png"
+  />
+</div>
+
+We can see that 95% of queries were completed in less than 3 milliseconds. A slightly higher query duration at the beginning of the test can be explained by the dynamic nature of Supavisor-to-Database connection pool. It is being scaled up to the hard limit when more clients establish connections to Supavisor itself and scaled back down when users leave.
+
+But if you are curious about the scenario with 20,000QPS, we measured a median of 18.4ms:
+
+|        | Query Duration |
+| ------ | -------------- |
+| Median | 18.4ms         |
+| p95    | 46.9ms         |
+| p99    | 68ms           |
+
+<div>
+  <img
+    alt="chart query duration for 20k qps light"
+    className="dark:hidden"
+    src="/images/blog/2023-08-11-supavisor-1-million/chart-20k-duration-light.png"
+  />
+  <img
+    alt="chart query duration for 20k qps dark"
+    className="hidden dark:block"
+    src="/images/blog/2023-08-11-supavisor-1-million/chart-20k-duration-dark.png"
+  />
+</div>
+
+<div>
+  <img
+    alt="chart query per second for 20k qps light"
+    className="dark:hidden"
+    src="/images/blog/2023-08-11-supavisor-1-million/chart-20k-rps-light.png"
+  />
+  <img
+    alt="chart query per second for 20k qps dark"
+    className="hidden dark:block"
+    src="/images/blog/2023-08-11-supavisor-1-million/chart-20k-rps-dark.png"
+  />
+</div>
+
+Database experiences much more load and more concurrent queries, which leads to higher execution times on the database side. And here are some metrics from the database side:
+
+<Img
+  src="/images/blog/2023-08-11-supavisor-1-million/postgres-metrics.png"
+  alt="Postgres metrics"
+/>
+
+The scalability can be further enhanced by adding more databases (or read-replicas if you want to scale a single app) to increase QPS or deploying additional Supavisor instances to accommodate tens of millions of concurrent connections.
+
+### Supavisor on Supabase Platform
+
+Additionally we compared current setup with pgbouncer and the new Supavisor setup on Supabase Platform in the cloud, so you will be aware how it may affect query duration.
+
+- Right now every Supabase project comes with its own pgbouncer instance, running on the same instance as the database to ensure that the latency is as low as possible. But this setup comes with a trade-off: it uses the same compute resources as your database.
+
+<div>
+  <img
+    alt="diagram for connection pooling with pgbouncer light"
+    className="dark:hidden"
+    src="/images/blog/2023-08-11-supavisor-1-million/diagram-pgbouncer-light.png"
+  />
+  <img
+    alt="diagram for connection pooling with pgbouncer dark"
+    className="hidden dark:block"
+    src="/images/blog/2023-08-11-supavisor-1-million/diagram-pgbouncer-dark.png"
+  />
+</div>
+
+- With Supavisor, you connect to a distinct multitenant Supavisor cluster through load-balancer. This cluster maintains a connection pool to your database. In this case the pooler doesn't consume your database's CPU and RAM resources, but it does involve extra network communication.
+
+<div>
+  <img
+    alt="diagram for connection pooling with supavisor light"
+    className="dark:hidden"
+    src="/images/blog/2023-08-11-supavisor-1-million/diagram-supavisor-light.png"
+  />
+  <img
+    alt="diagram for connection pooling with supavisor dark"
+    className="hidden dark:block"
+    src="/images/blog/2023-08-11-supavisor-1-million/diagram-supavisor-dark.png"
+  />
+</div>
+
+We were running 5,000 queries per second for each configuration, and at this time we decided to make an experiment with insert query. We also enabled PostGIS extension to store coordinates:
+
+```sql
+insert into positions (
+    stud_id,
+    first_name,
+    last_name,
+    title,
+    reports_to,
+    timestamp,
+    location,
+    email
+)
+values (
+    ${name},
+    'Virtual ${name}',
+    'User ${name}',
+    'Load Tester',
+    1,
+    ${Date.now()},
+    st_point(-73.946${x}, 40.807${y}),
+    'vu${name}@acme.corp'
+);
+```
+
+We observed additional 2ms required for query to be executed for Supavisor cluster compared to PgBouncer running on the same machine as the database itself.
+
+|        | Query Duration with Supavisor | Query Duration with PgBouncer |
+| ------ | ----------------------------- | ----------------------------- |
+| Median | 4ms                           | 1ms                           |
+| p95    | 4ms                           | 2ms                           |
+| p99    | 5ms                           | 3ms                           |
+
+<div>
+  <img
+    style={{ marginBottom: '0em' }}
+    alt="chart query duration for 5k qps inserts with supavisor light"
+    className="dark:hidden"
+    src="/images/blog/2023-08-11-supavisor-1-million/chart-supavisor-duration-light.png"
+  />
+  <img
+    style={{ marginBottom: '0em' }}
+    alt="chart query duration for 5k qps inserts with supavisor dark"
+    className="hidden dark:block"
+    src="/images/blog/2023-08-11-supavisor-1-million/chart-supavisor-duration-dark.png"
+  />
+  <figcaption>Fig.1 - Query Duration with Supavisor</figcaption>
+</div>
+
+<div>
+  <img
+    style={{ marginBottom: '0em' }}
+    alt="chart query duration for 5k qps inserts with pgbouncer light"
+    className="dark:hidden"
+    src="/images/blog/2023-08-11-supavisor-1-million/chart-pgbouncer-duration-light.png"
+  />
+  <img
+    style={{ marginBottom: '0em' }}
+    alt="chart query duration for 5k qps inserts with pgbouncer dark"
+    className="hidden dark:block"
+    src="/images/blog/2023-08-11-supavisor-1-million/chart-pgbouncer-duration-dark.png"
+  />
+  <figcaption>Fig.2 - Query Duration with PgBouncer</figcaption>
+</div>
+
+### Getting started
+
+Supavisor has been rolled out to all Supabase projects in all regions.
+
+Contact [support](https://www.notion.so/83ee995954214527986a8375156c9e6c?pvs=21) to start using it today, and we'll provide connection details. We will be exposing a new connection string in project dashboards over the next few weeks.
+
+You'll be able to use both PgBouncer and Supavisor for a few months in parallel. Nothing will change with your PgBouncer setup if you need to switch back.
+
+Supavisor will be added to the self-hosted stack as soon as we have tested it across our database fleet. That said - we're confident that it's ready for use if you want to try it with your own Postgres database. [Sequin](https://sequin.io/), one of our partners, has been using Supavisor for several months:
+
+<div className="bg-gray-300 rounded-lg px-6 py-2 italic">
+
+With Supavisor, we've been able to ship incredible features that would have been very hard to build otherwise. For example, our customers can now read from and write to Salesforce and HubSpot via Postgres. We achieve this by intercepting queries that route through Supavisor.
+
+We chose Supavisor because it's scalable, multi-tenant, and written in Elixir. We were able to integrate it easily with our own Elixir infrastructure. As partners, we look forward to helping shape the future of Postgres connection pooling with Supabase.
+
+— Anthony Accomazzo - Co-founder of Sequin
+
+</div>
+
+## Conclusion
+
+Supavisor's vertical and horizontal scaling ability make it the optimal solution for developers who aim to create applications that can effortlessly scale, even under extreme workloads, avoiding issues such as "too many connections" and enabling the full power of edge functions and serverless.
+
+If you are interested in exploring Supavisor's potential or want to implement its scalability in your upcoming project, check out the GitHub repository to try it out. Or, if you are using the Supabase platform, [contact support](https://app.supabase.com/support/new) to start using it today, and we'll provide you with the connection details.
diff --git a/apps/www/public/images/blog/2023-08-11-supavisor-1-million/chart-1m-dark.png b/apps/www/public/images/blog/2023-08-11-supavisor-1-million/chart-1m-dark.png
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diff --git a/apps/www/public/images/blog/2023-08-11-supavisor-1-million/chart-baseline-light.png b/apps/www/public/images/blog/2023-08-11-supavisor-1-million/chart-baseline-light.png
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diff --git a/apps/www/public/images/blog/2023-08-11-supavisor-1-million/cpu-1m-dark.png b/apps/www/public/images/blog/2023-08-11-supavisor-1-million/cpu-1m-dark.png
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diff --git a/apps/www/public/images/blog/2023-08-11-supavisor-1-million/cpu-1m-light.png b/apps/www/public/images/blog/2023-08-11-supavisor-1-million/cpu-1m-light.png
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diff --git a/apps/www/public/images/blog/2023-08-11-supavisor-1-million/cpu-vertical-dark.png b/apps/www/public/images/blog/2023-08-11-supavisor-1-million/cpu-vertical-dark.png
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diff --git a/apps/www/public/images/blog/2023-08-11-supavisor-1-million/cpu-vertical-light.png b/apps/www/public/images/blog/2023-08-11-supavisor-1-million/cpu-vertical-light.png
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diff --git a/apps/www/public/images/blog/2023-08-11-supavisor-1-million/postgres-metrics.png b/apps/www/public/images/blog/2023-08-11-supavisor-1-million/postgres-metrics.png
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HcmV?d00001


From 9f1cd03ecf4af9113f030ef0ea8bbafd31e3c2da Mon Sep 17 00:00:00 2001
From: egor-romanov <egor.romanov@gmail.com>
Date: Fri, 11 Aug 2023 12:21:16 +0300
Subject: [PATCH 47/58] update link to supavisor post

---
 apps/www/components/LaunchWeek/8/Releases/lw8_data.ts | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/apps/www/components/LaunchWeek/8/Releases/lw8_data.ts b/apps/www/components/LaunchWeek/8/Releases/lw8_data.ts
index f62e72ca12f..30f9aedb474 100644
--- a/apps/www/components/LaunchWeek/8/Releases/lw8_data.ts
+++ b/apps/www/components/LaunchWeek/8/Releases/lw8_data.ts
@@ -207,7 +207,7 @@ const days: WeekDayProps[] = [
     steps: [
       {
         title: 'Supabase Supavisor: 1M Postgres connections',
-        blog: '/blog/supabase-supavisor-1m-pg-connections',
+        blog: '/blog/supavisor-1-million',
         hackernews: '',
         video: '',
         twitter_spaces: '',

From bba4a78900e3ef09bb495be50a4b0b1af9451777 Mon Sep 17 00:00:00 2001
From: Copple <10214025+kiwicopple@users.noreply.github.com>
Date: Fri, 11 Aug 2023 11:57:10 +0200
Subject: [PATCH 48/58] Update
 apps/www/_blog/2023-08-11-supavisor-1-million.mdx

---
 apps/www/_blog/2023-08-11-supavisor-1-million.mdx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/apps/www/_blog/2023-08-11-supavisor-1-million.mdx b/apps/www/_blog/2023-08-11-supavisor-1-million.mdx
index 569cc755fcb..85b0683c98e 100644
--- a/apps/www/_blog/2023-08-11-supavisor-1-million.mdx
+++ b/apps/www/_blog/2023-08-11-supavisor-1-million.mdx
@@ -18,7 +18,7 @@ One of the most [widely-discussed shortcomings](https://news.ycombinator.com/ite
 
 A common solution is [connection pooling](https://supabase.com/docs/guides/database/connecting-to-postgres#how-connection-pooling-works). Supabase currently offers [pgbouncer](http://www.pgbouncer.org/) which is single-threaded, making it difficult to scale. We've seen some [novel ways](https://twitter.com/viggy28/status/1677674197664038912?s=12&t=_WCn3v_QJ7tkQLvOvkZkqg) to scale pgbouncer, but we have a [few other goals](https://github.com/supabase/supavisor#motivation) in mind for our platform.
 
-And so we've built [Supavisor](https://github.com/supabase/supavisor), a Postgres connection pooler that can handle millions of connections. You can use Supavisor to connect to your Postgres from servers and Edge Functions without worrying about connection limits.
+And so we've built [Supavisor](https://github.com/supabase/supavisor), a Postgres connection pooler that can handle millions of connections. 
 
 ## What is Supavisor?
 

From 0cbc707e359f9886f5af8f0599683e042e2ddf59 Mon Sep 17 00:00:00 2001
From: egor-romanov <egor.romanov@gmail.com>
Date: Fri, 11 Aug 2023 14:07:13 +0300
Subject: [PATCH 49/58] apply comments from code review

---
 .../_blog/2023-08-11-supavisor-1-million.mdx  |  63 ++++++------------
 .../chart-20k-dark.png                        | Bin 0 -> 130261 bytes
 .../chart-20k-duration-dark.png               | Bin 115031 -> 0 bytes
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 .../blog/avatars/anthony-accomazzo.jpeg       | Bin 0 -> 74316 bytes
 14 files changed, 20 insertions(+), 43 deletions(-)
 create mode 100644 apps/www/public/images/blog/2023-08-11-supavisor-1-million/chart-20k-dark.png
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 delete mode 100644 apps/www/public/images/blog/2023-08-11-supavisor-1-million/chart-20k-duration-light.png
 create mode 100644 apps/www/public/images/blog/2023-08-11-supavisor-1-million/chart-20k-light.png
 delete mode 100644 apps/www/public/images/blog/2023-08-11-supavisor-1-million/chart-20k-rps-dark.png
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 delete mode 100644 apps/www/public/images/blog/2023-08-11-supavisor-1-million/chart-5k-duration-dark.png
 delete mode 100644 apps/www/public/images/blog/2023-08-11-supavisor-1-million/chart-5k-duration-light.png
 create mode 100644 apps/www/public/images/blog/2023-08-11-supavisor-1-million/chart-5k-light.png
 delete mode 100644 apps/www/public/images/blog/2023-08-11-supavisor-1-million/chart-5k-rps-dark.png
 delete mode 100644 apps/www/public/images/blog/2023-08-11-supavisor-1-million/chart-5k-rps-light.png
 create mode 100644 apps/www/public/images/blog/avatars/anthony-accomazzo.jpeg

diff --git a/apps/www/_blog/2023-08-11-supavisor-1-million.mdx b/apps/www/_blog/2023-08-11-supavisor-1-million.mdx
index 85b0683c98e..acadc2dc9e1 100644
--- a/apps/www/_blog/2023-08-11-supavisor-1-million.mdx
+++ b/apps/www/_blog/2023-08-11-supavisor-1-million.mdx
@@ -18,7 +18,7 @@ One of the most [widely-discussed shortcomings](https://news.ycombinator.com/ite
 
 A common solution is [connection pooling](https://supabase.com/docs/guides/database/connecting-to-postgres#how-connection-pooling-works). Supabase currently offers [pgbouncer](http://www.pgbouncer.org/) which is single-threaded, making it difficult to scale. We've seen some [novel ways](https://twitter.com/viggy28/status/1677674197664038912?s=12&t=_WCn3v_QJ7tkQLvOvkZkqg) to scale pgbouncer, but we have a [few other goals](https://github.com/supabase/supavisor#motivation) in mind for our platform.
 
-And so we've built [Supavisor](https://github.com/supabase/supavisor), a Postgres connection pooler that can handle millions of connections. 
+And so we've built [Supavisor](https://github.com/supabase/supavisor), a Postgres connection pooler that can handle millions of connections.
 
 ## What is Supavisor?
 
@@ -81,7 +81,7 @@ We wanted to assess the capacity of a single Supavisor instance. We achieved:
   />
 </div>
 
-At this point, the database was the bottleneck - 20,000 QPS was the maximum this instance could handle. Increasing QPS is possible with a larger instance or read-replicas, but wanted to focus on the scalability of Supavisor's connection limit. As Supavisor is multitenant and built with Elixir, scaling up is as easy as adding a new tenant.
+With this setup the database is the bottleneck - 20,000 QPS was the maximum this instance could handle. Increasing QPS would have been possible with a larger instance or read-replicas, but we wanted to focus on the scalability of Supavisor's connection limit (not Postgres's). Since Supavisor is built with multitenancy, addition of read-replicas is as easy as sending a single post request.
 
 <div>
   <img
@@ -243,25 +243,12 @@ We found with Supavisor median query duration was less than 2ms. And this includ
   <img
     alt="chart query duration for 5k qps light"
     className="dark:hidden"
-    src="/images/blog/2023-08-11-supavisor-1-million/chart-5k-duration-light.png"
+    src="/images/blog/2023-08-11-supavisor-1-million/chart-5k-light.png"
   />
   <img
     alt="chart query duration for 5k qps dark"
     className="hidden dark:block"
-    src="/images/blog/2023-08-11-supavisor-1-million/chart-5k-duration-dark.png"
-  />
-</div>
-
-<div>
-  <img
-    alt="chart query per second for 5k qps light"
-    className="dark:hidden"
-    src="/images/blog/2023-08-11-supavisor-1-million/chart-5k-rps-light.png"
-  />
-  <img
-    alt="chart query per second for 5k qps dark"
-    className="hidden dark:block"
-    src="/images/blog/2023-08-11-supavisor-1-million/chart-5k-rps-dark.png"
+    src="/images/blog/2023-08-11-supavisor-1-million/chart-5k-dark.png"
   />
 </div>
 
@@ -279,25 +266,12 @@ But if you are curious about the scenario with 20,000QPS, we measured a median o
   <img
     alt="chart query duration for 20k qps light"
     className="dark:hidden"
-    src="/images/blog/2023-08-11-supavisor-1-million/chart-20k-duration-light.png"
+    src="/images/blog/2023-08-11-supavisor-1-million/chart-20k-light.png"
   />
   <img
     alt="chart query duration for 20k qps dark"
     className="hidden dark:block"
-    src="/images/blog/2023-08-11-supavisor-1-million/chart-20k-duration-dark.png"
-  />
-</div>
-
-<div>
-  <img
-    alt="chart query per second for 20k qps light"
-    className="dark:hidden"
-    src="/images/blog/2023-08-11-supavisor-1-million/chart-20k-rps-light.png"
-  />
-  <img
-    alt="chart query per second for 20k qps dark"
-    className="hidden dark:block"
-    src="/images/blog/2023-08-11-supavisor-1-million/chart-20k-rps-dark.png"
+    src="/images/blog/2023-08-11-supavisor-1-million/chart-20k-dark.png"
   />
 </div>
 
@@ -344,7 +318,7 @@ Additionally we compared current setup with pgbouncer and the new Supavisor setu
   />
 </div>
 
-We were running 5,000 queries per second for each configuration, and at this time we decided to make an experiment with insert query. We also enabled PostGIS extension to store coordinates:
+We were running 5,000 queries per second for each configuration, and at this time we decided to make an experiment with `insert` query. We also enabled PostGIS extension to store coordinates:
 
 ```sql
 insert into positions (
@@ -419,18 +393,21 @@ You'll be able to use both PgBouncer and Supavisor for a few months in parallel.
 
 Supavisor will be added to the self-hosted stack as soon as we have tested it across our database fleet. That said - we're confident that it's ready for use if you want to try it with your own Postgres database. [Sequin](https://sequin.io/), one of our partners, has been using Supavisor for several months:
 
-<div className="bg-gray-300 rounded-lg px-6 py-2 italic">
-
-With Supavisor, we've been able to ship incredible features that would have been very hard to build otherwise. For example, our customers can now read from and write to Salesforce and HubSpot via Postgres. We achieve this by intercepting queries that route through Supavisor.
-
-We chose Supavisor because it's scalable, multi-tenant, and written in Elixir. We were able to integrate it easily with our own Elixir infrastructure. As partners, we look forward to helping shape the future of Postgres connection pooling with Supabase.
-
-— Anthony Accomazzo - Co-founder of Sequin
-
-</div>
+<Quote img="anthony-accomazzo.jpeg" caption="Anthony Accomazzo, Co-founder of Sequin.">
+  <p>
+    With Supavisor, we've been able to ship incredible features that would have been very hard to
+    build otherwise. For example, our customers can now read from and write to Salesforce and
+    HubSpot via Postgres. We achieve this by intercepting queries that route through Supavisor.
+  </p>
+  <p>
+    We chose Supavisor because it's scalable, multi-tenant, and written in Elixir. We were able to
+    integrate it easily with our own Elixir infrastructure. As partners, we look forward to helping
+    shape the future of Postgres connection pooling with Supabase.
+  </p>
+</Quote>
 
 ## Conclusion
 
 Supavisor's vertical and horizontal scaling ability make it the optimal solution for developers who aim to create applications that can effortlessly scale, even under extreme workloads, avoiding issues such as "too many connections" and enabling the full power of edge functions and serverless.
 
-If you are interested in exploring Supavisor's potential or want to implement its scalability in your upcoming project, check out the GitHub repository to try it out. Or, if you are using the Supabase platform, [contact support](https://app.supabase.com/support/new) to start using it today, and we'll provide you with the connection details.
+If you are interested in exploring Supavisor's potential or want to implement its scalability in your upcoming project, check out [the GitHub repository](https://github.com/supabase/supavisor) to know more.
diff --git a/apps/www/public/images/blog/2023-08-11-supavisor-1-million/chart-20k-dark.png b/apps/www/public/images/blog/2023-08-11-supavisor-1-million/chart-20k-dark.png
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From f891e548bbaa317ad503444171e74df132ef2e3a Mon Sep 17 00:00:00 2001
From: egor <58992960+egor-romanov@users.noreply.github.com>
Date: Fri, 11 Aug 2023 14:13:34 +0300
Subject: [PATCH 50/58] Apply suggestions from code review

Co-authored-by: Copple <10214025+kiwicopple@users.noreply.github.com>
---
 .../_blog/2023-08-11-supavisor-1-million.mdx  | 24 +++++++++----------
 1 file changed, 12 insertions(+), 12 deletions(-)

diff --git a/apps/www/_blog/2023-08-11-supavisor-1-million.mdx b/apps/www/_blog/2023-08-11-supavisor-1-million.mdx
index acadc2dc9e1..b2bb316123d 100644
--- a/apps/www/_blog/2023-08-11-supavisor-1-million.mdx
+++ b/apps/www/_blog/2023-08-11-supavisor-1-million.mdx
@@ -22,7 +22,7 @@ And so we've built [Supavisor](https://github.com/supabase/supavisor), a Postgre
 
 ## What is Supavisor?
 
-Supavisor is a scalable, cloud-native Postgres connection pooler. It can handle millions of connections without significant overhead or latency. It has been developed with multitenancy in mind and can be used with multiple databases. Supavisor is built in Elixir, in partnership with [José Valim](https://twitter.com/josevalim) (the creator of Elixir) and the [Dashbit](https://dashbit.co/) team.
+Supavisor is a scalable, cloud-native Postgres connection pooler. It has been developed with multi-tenancy in mind, handling millions of connections without significant overhead or latency. Supavisor is built in Elixir, in partnership with [José Valim](https://twitter.com/josevalim) (the creator of Elixir) and the [Dashbit](https://dashbit.co/) team.
 
 <div>
   <img
@@ -37,7 +37,7 @@ Supavisor is a scalable, cloud-native Postgres connection pooler. It can handle
   />
 </div>
 
-Supavisor will enable us to build some exciting new features:
+Supavisor will enable us to build some exciting new features for your Postgres cluster:
 
 - query caching
 - automatic read-replica load balancing
@@ -46,17 +46,17 @@ Supavisor will enable us to build some exciting new features:
 
 ## Benchmarking 1 million connections
 
-Before rolling out Supavisor to our entire Postgres fleet, we wanted to benchmark the characteristics it exhibited under load. We tested how we can scale the cluster to handle workloads both vertically and horizontally on demand. These results have given us confidence that Supavisor can meet the needs of the Supabase platform.
+We've benchmarked the characteristics Supavisor exhibits under load before rolling it out to our entire Postgres fleet. We tested how we can scale the cluster vertically and horizontally. These results have given us confidence that Supavisor is ready.
 
 ### Setup
 
 We use a [custom load-testing application](https://github.com/supabase/benchmarks) to test the features of the Supabase platform. It consists of:
 
-- Terraform scripts for creating a testing environment on AWS.
-- k6 as the load generator. We used the k6 guides for [running large-scale tests](https://k6.io/docs/testing-guides/running-large-tests/) and [fine-tuning OS](https://k6.io/docs/misc/fine-tuning-os/) to tweak the config for AWS instances.
-- Grafana + Prometheus for monitoring.
+1. Terraform scripts for creating a testing environment on AWS.
+2. k6 as the load generator. We used the k6 guides for [running large-scale tests](https://k6.io/docs/testing-guides/running-large-tests/) and [fine-tuning OS](https://k6.io/docs/misc/fine-tuning-os/) to tweak the config for AWS instances.
+3. Grafana + Prometheus for monitoring.
 
-To simulate 1,000,000 concurrent active connections, we used 20 AWS EC2 instances with 16 cores and 32GB of RAM. We ran the tests for up to 2 hours to ensure that the Supavisor could handle the load over long periods.
+To simulate 1,000,000 concurrent active connections, we used 20 AWS EC2 instances with 16 cores and 32GB of RAM. We ran the tests for up to 2 hours to ensure that the Supavisor can handle load over long periods.
 
 ### Establishing a baseline
 
@@ -128,7 +128,7 @@ The system showed no signs of instability or performance degradation. QPS remain
   />
 </div>
 
-While running this scenario, we also monitored how the load was distributed over Supavisor instance's cores:
+We also monitored how the load was distributed over Supavisor instance's cores:
 
 <div>
   <img
@@ -143,7 +143,7 @@ While running this scenario, we also monitored how the load was distributed over
   />
 </div>
 
-The load is evenly spread between all cores, which is great. CPU usage is high, signaling that it is around the maximum possible for the current setup. A single instance of Supavisor with 64 cores could handle about 500,000 connections with little capacity left for emergency cases. With this reference number, we moved on to horizontal scaling tests.
+The load is spread evenly between all cores, which is great. CPU usage is high, signaling that the current setup has reached its capacity: a single Supavisor instance with 64 core handles around 500,000 connections. With this reference number, we moved on to horizontal scaling tests.
 
 ### Scaling to 1,000,000 connections
 
@@ -167,7 +167,7 @@ In the Supavisor architecture, only single node holds direct connections to each
 This setup successfully handled:
 
 - **1,003,200 simultaneous connections** to the Supavisor instances.
-- **20,000 QPS** or **1.2 million queries per minute.** Each user connected executed `select` queries once every 50 seconds.
+- **20,000 QPS** or **1.2 million queries per minute.** Each connection executed a `select` query once every 50 seconds.
 
 <div>
   <img
@@ -217,7 +217,7 @@ In a multitenant setup (or when using Read-Replicas), the load is much more even
 
 ### Supavisor's impact on query duration
 
-To measure the impact, we started with 5,000 QPS (queries per second). This allows us to exclude side effects from the database side (long query execution times).
+To measure the impact on query duration, we started with 5,000 queries per second. This allows us to exclude side effects from the database side (long query execution times).
 
 The query used in the experiment was the following:
 
@@ -254,7 +254,7 @@ We found with Supavisor median query duration was less than 2ms. And this includ
 
 We can see that 95% of queries were completed in less than 3 milliseconds. A slightly higher query duration at the beginning of the test can be explained by the dynamic nature of Supavisor-to-Database connection pool. It is being scaled up to the hard limit when more clients establish connections to Supavisor itself and scaled back down when users leave.
 
-But if you are curious about the scenario with 20,000QPS, we measured a median of 18.4ms:
+We continued to scale up to 20,000QPS to assess the impact on latency and measured a median of 18.4ms:
 
 |        | Query Duration |
 | ------ | -------------- |

From 74a35a74aedb6a1e68791b549707df38d1aad58c Mon Sep 17 00:00:00 2001
From: egor-romanov <egor.romanov@gmail.com>
Date: Fri, 11 Aug 2023 14:16:06 +0300
Subject: [PATCH 51/58] fix multitenant to multi-tenant

---
 apps/www/_blog/2023-08-11-supavisor-1-million.mdx | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/apps/www/_blog/2023-08-11-supavisor-1-million.mdx b/apps/www/_blog/2023-08-11-supavisor-1-million.mdx
index b2bb316123d..7ff4c9311d5 100644
--- a/apps/www/_blog/2023-08-11-supavisor-1-million.mdx
+++ b/apps/www/_blog/2023-08-11-supavisor-1-million.mdx
@@ -81,7 +81,7 @@ We wanted to assess the capacity of a single Supavisor instance. We achieved:
   />
 </div>
 
-With this setup the database is the bottleneck - 20,000 QPS was the maximum this instance could handle. Increasing QPS would have been possible with a larger instance or read-replicas, but we wanted to focus on the scalability of Supavisor's connection limit (not Postgres's). Since Supavisor is built with multitenancy, addition of read-replicas is as easy as sending a single post request.
+With this setup the database is the bottleneck - 20,000 QPS was the maximum this instance could handle. Increasing QPS would have been possible with a larger instance or read-replicas, but we wanted to focus on the scalability of Supavisor's connection limit (not Postgres's). Since Supavisor is built with multi-tenancy, addition of read-replicas is as easy as sending a single post request.
 
 <div>
   <img
@@ -200,7 +200,7 @@ Within the cluster:
   />
 </div>
 
-In a multitenant setup (or when using Read-Replicas), the load is much more evenly spread because all Supavisor instances connect to comparable numbers of databases and have both direct and relayed connections evenly distributed between each other.
+In a multi-tenant setup (or when using Read-Replicas), the load is much more evenly spread because all Supavisor instances connect to comparable numbers of databases and have both direct and relayed connections evenly distributed between each other.
 
 <div>
   <img
@@ -254,7 +254,7 @@ We found with Supavisor median query duration was less than 2ms. And this includ
 
 We can see that 95% of queries were completed in less than 3 milliseconds. A slightly higher query duration at the beginning of the test can be explained by the dynamic nature of Supavisor-to-Database connection pool. It is being scaled up to the hard limit when more clients establish connections to Supavisor itself and scaled back down when users leave.
 
-We continued to scale up to 20,000QPS to assess the impact on latency and measured a median of 18.4ms:
+We continued to scale up to 20,000QPS to assess the impact on query duration and measured a median of 18.4ms:
 
 |        | Query Duration |
 | ------ | -------------- |
@@ -303,7 +303,7 @@ Additionally we compared current setup with pgbouncer and the new Supavisor setu
   />
 </div>
 
-- With Supavisor, you connect to a distinct multitenant Supavisor cluster through load-balancer. This cluster maintains a connection pool to your database. In this case the pooler doesn't consume your database's CPU and RAM resources, but it does involve extra network communication.
+- With Supavisor, you connect to a distinct multi-tenant Supavisor cluster through load-balancer. This cluster maintains a connection pool to your database. In this case the pooler doesn't consume your database's CPU and RAM resources, but it does involve extra network communication.
 
 <div>
   <img

From 777ae743a857316f3fad467c7591ec8ee8fdfab8 Mon Sep 17 00:00:00 2001
From: Copple <10214025+kiwicopple@users.noreply.github.com>
Date: Fri, 11 Aug 2023 13:24:08 +0200
Subject: [PATCH 52/58] Update
 apps/www/_blog/2023-08-11-supavisor-1-million.mdx

---
 apps/www/_blog/2023-08-11-supavisor-1-million.mdx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/apps/www/_blog/2023-08-11-supavisor-1-million.mdx b/apps/www/_blog/2023-08-11-supavisor-1-million.mdx
index 7ff4c9311d5..bdb09e88a41 100644
--- a/apps/www/_blog/2023-08-11-supavisor-1-million.mdx
+++ b/apps/www/_blog/2023-08-11-supavisor-1-million.mdx
@@ -162,7 +162,7 @@ To examine horizontal scalability, we deployed two 64-core Supavisor instances,
   />
 </div>
 
-In the Supavisor architecture, only single node holds direct connections to each database instance. If you add Postgres read-replicas, or another databases, then the Supavisor cluster will spread the connections to the replicas. Every Supavisor instance can accept incoming connections and either execute queries themselves (if they directly connected) or relay to another node (if not).
+In the Supavisor architecture, only a single node holds direct connections to each database instance. When you add Postgres more databases or read-replicas, Supavisor spreads the connections to the replicas. Every Supavisor instance can accept incoming connections and either execute queries themselves (if they directly connected) or relay to another node (if not).
 
 This setup successfully handled:
 

From e180e3f878be58339a54d7f62588f0a05237fc27 Mon Sep 17 00:00:00 2001
From: egor <58992960+egor-romanov@users.noreply.github.com>
Date: Fri, 11 Aug 2023 14:26:37 +0300
Subject: [PATCH 53/58] update
 apps/www/_blog/2023-08-11-supavisor-1-million.mdx

---
 apps/www/_blog/2023-08-11-supavisor-1-million.mdx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/apps/www/_blog/2023-08-11-supavisor-1-million.mdx b/apps/www/_blog/2023-08-11-supavisor-1-million.mdx
index bdb09e88a41..aca9a263451 100644
--- a/apps/www/_blog/2023-08-11-supavisor-1-million.mdx
+++ b/apps/www/_blog/2023-08-11-supavisor-1-million.mdx
@@ -162,7 +162,7 @@ To examine horizontal scalability, we deployed two 64-core Supavisor instances,
   />
 </div>
 
-In the Supavisor architecture, only a single node holds direct connections to each database instance. When you add Postgres more databases or read-replicas, Supavisor spreads the connections to the replicas. Every Supavisor instance can accept incoming connections and either execute queries themselves (if they directly connected) or relay to another node (if not).
+In the Supavisor architecture, only a single node holds direct connections to each database instance. When you add more Postgres databases or read-replicas, Supavisor spreads the connections to the replicas. Every Supavisor instance can accept incoming connections and either execute queries themselves (if they directly connected) or relay to another node (if not).
 
 This setup successfully handled:
 

From 3f64653dfe22cc0fa1e043efebba054b14842711 Mon Sep 17 00:00:00 2001
From: egor-romanov <egor.romanov@gmail.com>
Date: Fri, 11 Aug 2023 15:46:38 +0300
Subject: [PATCH 54/58] add one more diagram

---
 apps/www/_blog/2023-08-11-supavisor-1-million.mdx | 13 +++++++++++++
 1 file changed, 13 insertions(+)

diff --git a/apps/www/_blog/2023-08-11-supavisor-1-million.mdx b/apps/www/_blog/2023-08-11-supavisor-1-million.mdx
index aca9a263451..6285547747f 100644
--- a/apps/www/_blog/2023-08-11-supavisor-1-million.mdx
+++ b/apps/www/_blog/2023-08-11-supavisor-1-million.mdx
@@ -62,6 +62,19 @@ To simulate 1,000,000 concurrent active connections, we used 20 AWS EC2 instance
 
 In the first test, we set up a single ARM 16-core Supavisor instance on Ubuntu 22.04.2 aarch64 connected to one database instance.
 
+<div>
+  <img
+    alt="diagram supavisor 1 instance light"
+    className="dark:hidden"
+    src="/images/blog/2023-08-11-supavisor-1-million/diagram-setup-light.png"
+  />
+  <img
+    alt="diagram supavisor 1 instance dark"
+    className="hidden dark:block"
+    src="/images/blog/2023-08-11-supavisor-1-million/diagram-setup-dark.png"
+  />
+</div>
+
 We wanted to assess the capacity of a single Supavisor instance. We achieved:
 
 - 250,000 concurrent connections to Supavisor

From 038ac0764a5546dca0d907c42885898f9fd835f6 Mon Sep 17 00:00:00 2001
From: Francesco Sansalvadore <f.sansalvadore@gmail.com>
Date: Fri, 11 Aug 2023 15:04:47 +0200
Subject: [PATCH 55/58] update links

---
 .../LaunchWeek/8/Releases/LWAnnouncement.tsx  |     2 +-
 .../LaunchWeek/8/Releases/index.tsx           |     7 +-
 .../LaunchWeek/8/Releases/lw8_data.ts         |     4 +-
 apps/www/pages/launch-week/index.tsx          |     2 +-
 .../launchweek/8/day5/community-mobile.svg    |  1195 +-
 .../images/launchweek/8/day5/community.svg    |  1122 +-
 .../launchweek/8/day5/compliant-mobile.svg    | 16032 ++++-----
 .../images/launchweek/8/day5/compliant.svg    | 29190 +++++-----------
 .../public/images/launchweek/8/day5/yt_d5.jpg |   Bin 74121 -> 54108 bytes
 .../LW8CountdownBanner/VideoPreview.tsx       |     2 +-
 .../ui/src/layout/banners/LWAnnouncement.tsx  |     2 +-
 11 files changed, 17025 insertions(+), 30533 deletions(-)

diff --git a/apps/www/components/LaunchWeek/8/Releases/LWAnnouncement.tsx b/apps/www/components/LaunchWeek/8/Releases/LWAnnouncement.tsx
index 6c6a7744515..9b9a07036c3 100644
--- a/apps/www/components/LaunchWeek/8/Releases/LWAnnouncement.tsx
+++ b/apps/www/components/LaunchWeek/8/Releases/LWAnnouncement.tsx
@@ -74,7 +74,7 @@ const LWAnnouncement = ({
       >
         {isLaunchWeekPage ? (
           <ExpandableVideo
-            videoId="gtJo1lTxHfs"
+            videoId="qzxzLSAJDfE"
             onOpenCallback={handleClick}
             triggerContainerClassName="w-full"
             trigger={
diff --git a/apps/www/components/LaunchWeek/8/Releases/index.tsx b/apps/www/components/LaunchWeek/8/Releases/index.tsx
index 069adfb6594..6a5405b2e3e 100644
--- a/apps/www/components/LaunchWeek/8/Releases/index.tsx
+++ b/apps/www/components/LaunchWeek/8/Releases/index.tsx
@@ -502,7 +502,7 @@ export default function LW8Releases() {
                     day5.steps[0]?.bg_layers?.map(
                       (layer, i) =>
                         !!layer.img && (
-                          <div className="absolute opacity-90 inset-0 w-full h-full -z-10">
+                          <div className="absolute opacity-90 transition-opacity inset-0 w-full h-full -z-10 group-hover/d1:opacity-100">
                             <Image
                               src={
                                 !!layer.mobileImg && isTablet ? (layer.mobileImg as any) : layer.img
@@ -541,7 +541,7 @@ export default function LW8Releases() {
                     day5.steps[1]?.bg_layers?.map(
                       (layer, i) =>
                         !!layer.img && (
-                          <div className="absolute opacity-90 inset-0 w-full h-full -z-10">
+                          <div className="absolute opacity-90 transition-opacity inset-0 w-full h-full -z-10 group-hover/d1:opacity-100">
                             <Image
                               src={
                                 !!layer.mobileImg && isTablet ? (layer.mobileImg as any) : layer.img
@@ -580,7 +580,7 @@ export default function LW8Releases() {
                     day5.steps[2]?.bg_layers?.map(
                       (layer, i) =>
                         !!layer.img && (
-                          <div className="absolute opacity-90 inset-0 w-full h-full -z-10">
+                          <div className="absolute opacity-90 transition-opacity inset-0 w-full h-full -z-10 group-hover/d1:opacity-100">
                             <Image
                               src={
                                 !!layer.mobileImg && isTablet ? (layer.mobileImg as any) : layer.img
@@ -588,6 +588,7 @@ export default function LW8Releases() {
                               className="absolute opacity-90 w-full h-full -z-10 transition-all duration-300"
                               layout="fill"
                               objectFit="cover"
+                              objectPosition={isTablet ? '50%' : '100% 50%'}
                             />
                           </div>
                         )
diff --git a/apps/www/components/LaunchWeek/8/Releases/lw8_data.ts b/apps/www/components/LaunchWeek/8/Releases/lw8_data.ts
index 30f9aedb474..eb1a074e26c 100644
--- a/apps/www/components/LaunchWeek/8/Releases/lw8_data.ts
+++ b/apps/www/components/LaunchWeek/8/Releases/lw8_data.ts
@@ -202,7 +202,7 @@ const days: WeekDayProps[] = [
     description: '',
     d: 5,
     dd: 'Fri',
-    youtube_id: 'gtJo1lTxHfs',
+    youtube_id: 'qzxzLSAJDfE',
     videoThumbnail: images.day_5_thumb,
     steps: [
       {
@@ -216,7 +216,7 @@ const days: WeekDayProps[] = [
       },
       {
         title: 'Community day',
-        blog: '/blog/launch-week-8-community-day',
+        blog: '/blog/launch-week-8-community-highlights',
         hackernews: '',
         video: '',
         twitter_spaces: '',
diff --git a/apps/www/pages/launch-week/index.tsx b/apps/www/pages/launch-week/index.tsx
index acd29f4de1c..c9dc7a474e8 100644
--- a/apps/www/pages/launch-week/index.tsx
+++ b/apps/www/pages/launch-week/index.tsx
@@ -48,7 +48,7 @@ const supabaseAdmin = createClient(
 export default function TicketHome({ users, meetups }: Props) {
   const { query } = useRouter()
 
-  const TITLE = 'Supabase LaunchWeek 8'
+  const TITLE = 'Supabase Launch Week 8'
   const DESCRIPTION = 'Supabase Launch Week 8 | 7–11 August 2023'
   const OG_IMAGE = `${SITE_ORIGIN}/images/launchweek/8/lw8-og.jpg`
 
diff --git a/apps/www/public/images/launchweek/8/day5/community-mobile.svg b/apps/www/public/images/launchweek/8/day5/community-mobile.svg
index f49164e31e4..14d71643e51 100644
--- a/apps/www/public/images/launchweek/8/day5/community-mobile.svg
+++ b/apps/www/public/images/launchweek/8/day5/community-mobile.svg
@@ -1,1183 +1,770 @@
-<svg width="467" height="399" viewBox="0 0 467 399" fill="none" xmlns="http://www.w3.org/2000/svg">
-<g clip-path="url(#clip0_3056_33922)">
-<rect width="467" height="398" transform="translate(0 0.886719)" fill="#030A0C"/>
-<g filter="url(#filter0_f_3056_33922)">
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-</g>
-<g filter="url(#filter1_f_3056_33922)">
-<path d="M215.753 47.1317C176.393 75.596 163.733 144.601 271.261 166.828C345.482 182.169 310.133 322.505 364.184 330.589C440.945 342.07 536.413 241.763 592.368 139.745C644.214 45.217 586.316 -48.9527 530.189 15.6775C444.471 114.382 415.437 88.7241 379.769 69.9651C340.543 49.3342 322.612 99.6548 305.444 84.2296C272.586 54.7065 243.19 27.2902 215.753 47.1317Z" fill="#080316"/>
-</g>
-<g filter="url(#filter2_f_3056_33922)">
-<path d="M274.173 121.258C298.882 80.6116 383.53 98.5216 433.759 123.22C483.988 147.919 481.214 183.287 456.505 223.934C431.796 264.581 407.177 296.215 363.971 198.949C338.883 146.919 249.463 161.905 274.173 121.258Z" fill="#A91BEC" fill-opacity="0.17"/>
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-<circle cx="431.911" cy="160.201" r="1.27761" transform="rotate(-66.8891 431.911 160.201)" fill="#CACBDC" fill-opacity="0.15"/>
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diff --git a/packages/ui/src/layout/banners/LW8CountdownBanner/VideoPreview.tsx b/packages/ui/src/layout/banners/LW8CountdownBanner/VideoPreview.tsx
index 47bea4c6726..e35ae0b4a0f 100644
--- a/packages/ui/src/layout/banners/LW8CountdownBanner/VideoPreview.tsx
+++ b/packages/ui/src/layout/banners/LW8CountdownBanner/VideoPreview.tsx
@@ -11,7 +11,7 @@ const VideoPreview = () => (
       </svg>
     </div>
     <Image
-      src="https://obuldanrptloktxcffvn.supabase.co/storage/v1/object/public/images/lw8/assets/yt_d5.jpg?t=2023-08-11T06%3A31%3A39.412Z"
+      src="https://obuldanrptloktxcffvn.supabase.co/storage/v1/object/public/images/lw8/assets/yt_d5.jpg?t=2023-08-11T09%3A31%3A39.412Z"
       alt="Video thumbnail"
       layout="fill"
       objectFit="cover"
diff --git a/packages/ui/src/layout/banners/LWAnnouncement.tsx b/packages/ui/src/layout/banners/LWAnnouncement.tsx
index 8a90abd24d7..01a9594a12e 100644
--- a/packages/ui/src/layout/banners/LWAnnouncement.tsx
+++ b/packages/ui/src/layout/banners/LWAnnouncement.tsx
@@ -95,7 +95,7 @@ const LWAnnouncement = ({
                 </svg>
               </div>
               <Image
-                src="https://obuldanrptloktxcffvn.supabase.co/storage/v1/object/public/images/lw8/assets/yt_d5.jpg?t=2023-08-11T06%3A31%3A39.412Z"
+                src="https://obuldanrptloktxcffvn.supabase.co/storage/v1/object/public/images/lw8/assets/yt_d5.jpg?t=2023-08-11T09%3A31%3A39.412Z"
                 alt="Youtube video thumbnail"
                 layout="fill"
                 objectFit="cover"

From d5571327b28cb717d0802df26d1ed8f5ec91df1f Mon Sep 17 00:00:00 2001
From: Francesco Sansalvadore <f.sansalvadore@gmail.com>
Date: Fri, 11 Aug 2023 16:33:41 +0200
Subject: [PATCH 56/58] updat supavisor thumb and og

---
 .../_blog/2023-08-11-supavisor-1-million.mdx   |   4 ++--
 .../blog/launch-week-8/day-5/supavisor-og.jpg  | Bin 0 -> 499621 bytes
 .../launch-week-8/day-5/supavisor-thumb.jpg    | Bin 0 -> 532326 bytes
 3 files changed, 2 insertions(+), 2 deletions(-)
 create mode 100644 apps/www/public/images/blog/launch-week-8/day-5/supavisor-og.jpg
 create mode 100644 apps/www/public/images/blog/launch-week-8/day-5/supavisor-thumb.jpg

diff --git a/apps/www/_blog/2023-08-11-supavisor-1-million.mdx b/apps/www/_blog/2023-08-11-supavisor-1-million.mdx
index 6285547747f..154d79bc19a 100644
--- a/apps/www/_blog/2023-08-11-supavisor-1-million.mdx
+++ b/apps/www/_blog/2023-08-11-supavisor-1-million.mdx
@@ -10,8 +10,8 @@ date: '2023-08-11'
 published_at: '2023-08-11T09:00:00.000-07:00'
 toc_depth: 3
 author: egor_romanov,chasers,stas
-image: launch-week-8/day-4/vercel-and-supabase-og.jpg
-thumb: launch-week-8/day-4/vercel-and-supabase-thumb.jpg
+image: launch-week-8/day-5/supavisor-og.jpg
+thumb: launch-week-8/day-5/supavisor-thumb.jpg
 ---
 
 One of the most [widely-discussed shortcomings](https://news.ycombinator.com/item?id=24735012) of Postgres is it's connection system. Every Postgres connection has a reasonably high memory footprint, and determining the maximum number of connections your database can handle is a [bit of an art](https://momjian.us/main/blogs/pgblog/2020.html#April_22_2020).
diff --git a/apps/www/public/images/blog/launch-week-8/day-5/supavisor-og.jpg b/apps/www/public/images/blog/launch-week-8/day-5/supavisor-og.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8eebe2a9ee25bbaa299fe60154c76a73a3b921cb
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From 5b7868b53a5d8dd7dd92ed3ce6a5bca8dc8a412b Mon Sep 17 00:00:00 2001
From: Francesco Sansalvadore <f.sansalvadore@gmail.com>
Date: Fri, 11 Aug 2023 16:49:38 +0200
Subject: [PATCH 57/58] improve zoomable image component

---
 apps/www/components/ZoomableImg/ZoomContent.tsx | 12 +++++++++++-
 apps/www/components/ZoomableImg/ZoomableImg.tsx |  8 +++++++-
 apps/www/public/rss.xml                         |  9 ++++++++-
 3 files changed, 26 insertions(+), 3 deletions(-)

diff --git a/apps/www/components/ZoomableImg/ZoomContent.tsx b/apps/www/components/ZoomableImg/ZoomContent.tsx
index c41eda15c43..d76a994efd4 100644
--- a/apps/www/components/ZoomableImg/ZoomContent.tsx
+++ b/apps/www/components/ZoomableImg/ZoomContent.tsx
@@ -2,7 +2,17 @@ const ZoomContent = ({
   img,
 }: //onUnzoom,
 any) => {
-  return <figure className="[&_img]:rounded-md [&_img]:border">{img}</figure>
+  return (
+    <figure
+      className={`
+        [&_img]:rounded-md
+        [&_img]:border
+        [&_img]:bg-scale-100
+      `}
+    >
+      {img}
+    </figure>
+  )
 }
 
 export default ZoomContent
diff --git a/apps/www/components/ZoomableImg/ZoomableImg.tsx b/apps/www/components/ZoomableImg/ZoomableImg.tsx
index 291a3d4a964..8c157f76796 100644
--- a/apps/www/components/ZoomableImg/ZoomableImg.tsx
+++ b/apps/www/components/ZoomableImg/ZoomableImg.tsx
@@ -1,11 +1,17 @@
 import Zoom from 'react-medium-image-zoom'
 import ZoomContent from './ZoomContent'
+import { useBreakpoint } from 'common'
 
 const ZoomableImg = ({ zoomable = true, children }: any) => {
+  const isMobile = useBreakpoint()
   const Component = zoomable ? Zoom : 'span'
 
   return (
-    <Component {...(zoomable ? { ZoomContent: ZoomContent } : undefined)}>{children}</Component>
+    <Component
+      {...(zoomable ? { ZoomContent: ZoomContent, zoomMargin: isMobile ? 20 : 80 } : undefined)}
+    >
+      {children}
+    </Component>
   )
 }
 
diff --git a/apps/www/public/rss.xml b/apps/www/public/rss.xml
index 8434f50998e..14343dac0db 100644
--- a/apps/www/public/rss.xml
+++ b/apps/www/public/rss.xml
@@ -5,9 +5,16 @@
       <link>https://supabase.com</link>
       <description>Latest news from Supabase</description>
       <language>en</language>
-      <lastBuildDate>Wed, 09 Aug 2023 22:00:00 GMT</lastBuildDate>
+      <lastBuildDate>Thu, 10 Aug 2023 22:00:00 GMT</lastBuildDate>
       <atom:link href="https://supabase.com/rss.xml" rel="self" type="application/rss+xml"/>
       <item>
+  <guid>https://supabase.com/blog/supavisor-1-million</guid>
+  <title>Supavisor: Scaling Postgres to 1 Million Connections</title>
+  <link>https://supabase.com/blog/supavisor-1-million</link>
+  <description>Supavisor is a scalable, cloud-native Postgres connection pooler. We connected a million clients to it to see how it performs.</description>
+  <pubDate>Thu, 10 Aug 2023 22:00:00 GMT</pubDate>
+</item>
+<item>
   <guid>https://supabase.com/blog/supabase-integrations-marketplace</guid>
   <title>Supabase Integrations Marketplace</title>
   <link>https://supabase.com/blog/supabase-integrations-marketplace</link>

From 37ec87598d9eabeadc63812705832e4d13d2c4eb Mon Sep 17 00:00:00 2001
From: Jonathan Summers-Muir <MildTomato@users.noreply.github.com>
Date: Fri, 11 Aug 2023 22:54:55 +0800
Subject: [PATCH 58/58] update images

---
 .../_blog/2023-08-11-supavisor-1-million.mdx  | 112 ++---
 apps/www/lib/mdx/mdxComponents.tsx            |   2 +-
 apps/www/pages/blog/[slug].tsx                |   2 +-
 .../day-5/supavisor-tests--250k-test.svg      | 366 ++++++++++++++++
 .../day-5/supavisor-tests--500k-test.svg      | 367 ++++++++++++++++
 .../day-5/supavisor-tests--baseline.svg       | 360 ++++++++++++++++
 .../supavisor-tests--multi-tenant-concept.svg | 399 ++++++++++++++++++
 .../day-5/supavisor-tests--pgbouncer.svg      | 139 ++++++
 .../supavisor-tests--scaling-to-1million.svg  | 382 +++++++++++++++++
 ...upavisor-tests--supavisor-and-supabase.svg | 196 +++++++++
 10 files changed, 2239 insertions(+), 86 deletions(-)
 create mode 100644 apps/www/public/images/blog/launch-week-8/day-5/supavisor-tests--250k-test.svg
 create mode 100644 apps/www/public/images/blog/launch-week-8/day-5/supavisor-tests--500k-test.svg
 create mode 100644 apps/www/public/images/blog/launch-week-8/day-5/supavisor-tests--baseline.svg
 create mode 100644 apps/www/public/images/blog/launch-week-8/day-5/supavisor-tests--multi-tenant-concept.svg
 create mode 100644 apps/www/public/images/blog/launch-week-8/day-5/supavisor-tests--pgbouncer.svg
 create mode 100644 apps/www/public/images/blog/launch-week-8/day-5/supavisor-tests--scaling-to-1million.svg
 create mode 100644 apps/www/public/images/blog/launch-week-8/day-5/supavisor-tests--supavisor-and-supabase.svg

diff --git a/apps/www/_blog/2023-08-11-supavisor-1-million.mdx b/apps/www/_blog/2023-08-11-supavisor-1-million.mdx
index 154d79bc19a..f0909feb6a6 100644
--- a/apps/www/_blog/2023-08-11-supavisor-1-million.mdx
+++ b/apps/www/_blog/2023-08-11-supavisor-1-million.mdx
@@ -62,18 +62,10 @@ To simulate 1,000,000 concurrent active connections, we used 20 AWS EC2 instance
 
 In the first test, we set up a single ARM 16-core Supavisor instance on Ubuntu 22.04.2 aarch64 connected to one database instance.
 
-<div>
-  <img
-    alt="diagram supavisor 1 instance light"
-    className="dark:hidden"
-    src="/images/blog/2023-08-11-supavisor-1-million/diagram-setup-light.png"
-  />
-  <img
-    alt="diagram supavisor 1 instance dark"
-    className="hidden dark:block"
-    src="/images/blog/2023-08-11-supavisor-1-million/diagram-setup-dark.png"
-  />
-</div>
+<Img
+  alt="diagram supavisor 1 instance dark"
+  src="/images/blog/launch-week-8/day-5/supavisor-tests--baseline.svg"
+/>
 
 We wanted to assess the capacity of a single Supavisor instance. We achieved:
 
@@ -81,18 +73,10 @@ We wanted to assess the capacity of a single Supavisor instance. We achieved:
 - Supavisor was running with a pool of 400 direct connections to the database
 - The system was processing 20,000 queries per second (QPS)
 
-<div>
-  <img
-    alt="diagram supavisor 1 instance light"
-    className="dark:hidden"
-    src="/images/blog/2023-08-11-supavisor-1-million/diagram-baseline-light.png"
-  />
-  <img
-    alt="diagram supavisor 1 instance dark"
-    className="hidden dark:block"
-    src="/images/blog/2023-08-11-supavisor-1-million/diagram-baseline-dark.png"
-  />
-</div>
+<Img
+  alt="diagram supavisor 1 instance dark"
+  src="/images/blog/launch-week-8/day-5/supavisor-tests--250k-test.svg"
+/>
 
 With this setup the database is the bottleneck - 20,000 QPS was the maximum this instance could handle. Increasing QPS would have been possible with a larger instance or read-replicas, but we wanted to focus on the scalability of Supavisor's connection limit (not Postgres's). Since Supavisor is built with multi-tenancy, addition of read-replicas is as easy as sending a single post request.
 
@@ -113,18 +97,10 @@ With this setup the database is the bottleneck - 20,000 QPS was the maximum this
 
 In the next step, we focused on Supavisor's vertical scaling capabilities by connecting **500,000 concurrent users** with a 64-core Supavisor instance while the single database instance configuration remained the same.
 
-<div>
-  <img
-    alt="diagram supavisor 1 instance with more cpu light"
-    className="dark:hidden"
-    src="/images/blog/2023-08-11-supavisor-1-million/diagram-vertical-light.png"
-  />
-  <img
-    alt="diagram supavisor 1 instance with more cpu dark"
-    className="hidden dark:block"
-    src="/images/blog/2023-08-11-supavisor-1-million/diagram-vertical-dark.png"
-  />
-</div>
+<Img
+  alt="diagram supavisor 1 instance dark"
+  src="/images/blog/launch-week-8/day-5/supavisor-tests--500k-test.svg"
+/>
 
 The system showed no signs of instability or performance degradation. QPS remained constant at 20,000, proving that an increased number of connections doesn't negatively affect Supavisor's overall performance (this is generally expected from a [BEAM-based language](https://stressgrid.com/blog/webserver_benchmark/) like Elixir).
 
@@ -162,18 +138,10 @@ The load is spread evenly between all cores, which is great. CPU usage is high,
 
 To examine horizontal scalability, we deployed two 64-core Supavisor instances, with the first instance connected directly to the database and the other relaying queries through the first.
 
-<div>
-  <img
-    alt="diagram supavisor 2 instances light"
-    className="dark:hidden"
-    src="/images/blog/2023-08-11-supavisor-1-million/diagram-1m-light.png"
-  />
-  <img
-    alt="diagram supavisor 2 instances dark"
-    className="hidden dark:block"
-    src="/images/blog/2023-08-11-supavisor-1-million/diagram-1m-dark.png"
-  />
-</div>
+<Img
+  alt="diagram supavisor 1 instance dark"
+  src="/images/blog/launch-week-8/day-5/supavisor-tests--scaling-to-1million.svg"
+/>
 
 In the Supavisor architecture, only a single node holds direct connections to each database instance. When you add more Postgres databases or read-replicas, Supavisor spreads the connections to the replicas. Every Supavisor instance can accept incoming connections and either execute queries themselves (if they directly connected) or relay to another node (if not).
 
@@ -215,18 +183,10 @@ Within the cluster:
 
 In a multi-tenant setup (or when using Read-Replicas), the load is much more evenly spread because all Supavisor instances connect to comparable numbers of databases and have both direct and relayed connections evenly distributed between each other.
 
-<div>
-  <img
-    alt="diagram supavisor 2 instances with more databases light"
-    className="dark:hidden"
-    src="/images/blog/2023-08-11-supavisor-1-million/diagram-2db-light.png"
-  />
-  <img
-    alt="diagram supavisor 2 instances with more databases dark"
-    className="hidden dark:block"
-    src="/images/blog/2023-08-11-supavisor-1-million/diagram-2db-dark.png"
-  />
-</div>
+<Img
+  alt="diagram supavisor 1 instance dark"
+  src="/images/blog/launch-week-8/day-5/supavisor-tests--multi-tenant-concept.svg"
+/>
 
 ### Supavisor's impact on query duration
 
@@ -303,33 +263,17 @@ Additionally we compared current setup with pgbouncer and the new Supavisor setu
 
 - Right now every Supabase project comes with its own pgbouncer instance, running on the same instance as the database to ensure that the latency is as low as possible. But this setup comes with a trade-off: it uses the same compute resources as your database.
 
-<div>
-  <img
-    alt="diagram for connection pooling with pgbouncer light"
-    className="dark:hidden"
-    src="/images/blog/2023-08-11-supavisor-1-million/diagram-pgbouncer-light.png"
-  />
-  <img
-    alt="diagram for connection pooling with pgbouncer dark"
-    className="hidden dark:block"
-    src="/images/blog/2023-08-11-supavisor-1-million/diagram-pgbouncer-dark.png"
-  />
-</div>
+<Img
+  alt="diagram supavisor 1 instance dark"
+  src="/images/blog/launch-week-8/day-5/supavisor-tests--pgbouncer.svg"
+/>
 
 - With Supavisor, you connect to a distinct multi-tenant Supavisor cluster through load-balancer. This cluster maintains a connection pool to your database. In this case the pooler doesn't consume your database's CPU and RAM resources, but it does involve extra network communication.
 
-<div>
-  <img
-    alt="diagram for connection pooling with supavisor light"
-    className="dark:hidden"
-    src="/images/blog/2023-08-11-supavisor-1-million/diagram-supavisor-light.png"
-  />
-  <img
-    alt="diagram for connection pooling with supavisor dark"
-    className="hidden dark:block"
-    src="/images/blog/2023-08-11-supavisor-1-million/diagram-supavisor-dark.png"
-  />
-</div>
+<Img
+  alt="diagram supavisor 1 instance dark"
+  src="/images/blog/launch-week-8/day-5/supavisor-tests--supavisor-and-supabase.svg"
+/>
 
 We were running 5,000 queries per second for each configuration, and at this time we decided to make an experiment with `insert` query. We also enabled PostGIS extension to store coordinates:
 
diff --git a/apps/www/lib/mdx/mdxComponents.tsx b/apps/www/lib/mdx/mdxComponents.tsx
index 9aa0fa6debc..d69442d9cc0 100644
--- a/apps/www/lib/mdx/mdxComponents.tsx
+++ b/apps/www/lib/mdx/mdxComponents.tsx
@@ -92,7 +92,7 @@ export default function mdxComponents(type?: 'blog' | 'lp' | undefined) {
       return <img {...props} />
     },
     Img: ({ zoomable = true, ...props }: any) => (
-      <figure>
+      <figure className="m-0">
         <ZoomableImg zoomable={zoomable}>
           <span className={['next-image--dynamic-fill', props.wide && 'wide'].join(' ')}>
             {zoomable ? (
diff --git a/apps/www/pages/blog/[slug].tsx b/apps/www/pages/blog/[slug].tsx
index 356c3d5c107..838740fd027 100644
--- a/apps/www/pages/blog/[slug].tsx
+++ b/apps/www/pages/blog/[slug].tsx
@@ -275,7 +275,7 @@ function BlogPostPage(props: any) {
                           </div>
                         )
                       )}
-                      <MDXRemote {...content} components={mdxComponents()} />
+                      <MDXRemote {...content} components={mdxComponents('blog')} />
                     </div>
                   </article>
                   {isLaunchWeek7 && <BlogLinks />}
diff --git a/apps/www/public/images/blog/launch-week-8/day-5/supavisor-tests--250k-test.svg b/apps/www/public/images/blog/launch-week-8/day-5/supavisor-tests--250k-test.svg
new file mode 100644
index 00000000000..b278f3c59ea
--- /dev/null
+++ b/apps/www/public/images/blog/launch-week-8/day-5/supavisor-tests--250k-test.svg
@@ -0,0 +1,366 @@
+<svg width="1600" height="970" viewBox="0 0 1600 970" fill="none" xmlns="http://www.w3.org/2000/svg">
+<rect width="1600" height="970" fill="#232323"/>
+<path d="M106 130H526" stroke="#4D4D4D" stroke-width="2" stroke-linecap="round"/>
+<path d="M590 130H1010" stroke="#4D4D4D" stroke-width="2" stroke-linecap="round"/>
+<path d="M1074 130H1494" stroke="#4D4D4D" stroke-width="2" stroke-linecap="round"/>
+<path d="M107.982 109V93.16H110.79V100.384H110.862L116.478 93.16H119.55L114.726 99.328L120.078 109H117.006L113.07 101.512L110.79 104.344V109H107.982ZM129.237 109.288C126.021 109.288 123.237 106.864 123.237 101.56C123.237 95.416 126.381 92.872 129.717 92.872C131.733 92.872 133.269 93.664 134.277 94.648L132.813 96.304C132.093 95.608 131.013 95.128 129.933 95.128C127.773 95.128 125.901 96.64 125.781 101.128C126.933 99.952 128.445 99.208 129.789 99.208C132.549 99.208 134.541 100.816 134.541 104.104C134.541 107.248 132.069 109.288 129.237 109.288ZM129.213 107.176C130.725 107.176 131.997 106.072 131.997 104.104C131.997 102.184 130.965 101.224 129.237 101.224C128.181 101.224 126.981 101.728 125.877 103.096C126.189 105.904 127.485 107.176 129.213 107.176Z" fill="white"/>
+<path d="M107.376 187V185.593C111.555 181.813 114.075 179.398 114.075 177.235C114.075 175.765 113.214 174.799 111.534 174.799C110.358 174.799 109.392 175.492 108.573 176.353L107.25 175.03C108.552 173.686 109.875 172.888 111.849 172.888C114.579 172.888 116.385 174.547 116.385 177.109C116.385 179.587 113.97 182.128 110.841 185.089C111.639 185.026 112.563 184.942 113.298 184.942H117.099V187H107.376ZM125.932 187.252C122.908 187.252 120.976 184.669 120.976 180.028C120.976 175.345 122.908 172.888 125.932 172.888C128.977 172.888 130.909 175.345 130.909 180.028C130.909 184.669 128.977 187.252 125.932 187.252ZM123.37 182.506L127.759 175.723C127.276 175.072 126.646 174.778 125.932 174.778C124.336 174.778 123.16 176.206 123.16 180.028C123.16 180.994 123.244 181.813 123.37 182.506ZM125.932 185.362C127.528 185.362 128.725 183.829 128.725 180.028C128.725 178.999 128.641 178.138 128.473 177.466L124.063 184.291C124.546 185.026 125.197 185.362 125.932 185.362ZM134.03 187L138.083 179.86L134.282 173.14H136.991L138.608 176.227C138.944 176.857 139.259 177.508 139.7 178.348H139.784C140.141 177.508 140.414 176.857 140.729 176.227L142.283 173.14H144.866L141.065 179.965L145.118 187H142.43L140.645 183.703C140.267 183.01 139.91 182.296 139.49 181.456H139.406C139.049 182.296 138.713 182.989 138.356 183.682L136.613 187H134.03ZM165.051 190.192V172.132H171.036V173.455H166.899V188.869H171.036V190.192H165.051ZM176.089 187V185.026H179.722V175.765H176.908V174.253C178.399 174.022 179.428 173.644 180.352 173.14H182.116V185.026H185.392V187H176.089ZM194.54 187.252C191.726 187.252 189.29 185.131 189.29 180.49C189.29 175.114 192.041 172.888 194.96 172.888C196.724 172.888 198.068 173.581 198.95 174.442L197.669 175.891C197.039 175.282 196.094 174.862 195.149 174.862C193.259 174.862 191.621 176.185 191.516 180.112C192.524 179.083 193.847 178.432 195.023 178.432C197.438 178.432 199.181 179.839 199.181 182.716C199.181 185.467 197.018 187.252 194.54 187.252ZM194.519 185.404C195.842 185.404 196.955 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