diff --git a/apps/docs/pages/guides/resources/supabase-cli/local-development.mdx b/apps/docs/pages/guides/resources/supabase-cli/local-development.mdx
index 3ff1cb1c82a..90490ae4e55 100644
--- a/apps/docs/pages/guides/resources/supabase-cli/local-development.mdx
+++ b/apps/docs/pages/guides/resources/supabase-cli/local-development.mdx
@@ -54,7 +54,7 @@ git init
supabase init
```
-Make sure Docker is running. The [start](/docs/reference/cli/usage#supabase-start) command uses Docker to start the Supabase [services](/docs/architecture).
+Make sure Docker is running. The [start](/docs/reference/cli/usage#supabase-start) command uses Docker to start the Supabase [services](/docs/guides/getting-started/architecture).
This command may take a while to run if this is the first time using the CLI.
```bash
diff --git a/apps/www/_blog/2021-11-29-community-day-lw3.mdx b/apps/www/_blog/2021-11-29-community-day-lw3.mdx
index 4ac1ea6ea05..801bfc24217 100644
--- a/apps/www/_blog/2021-11-29-community-day-lw3.mdx
+++ b/apps/www/_blog/2021-11-29-community-day-lw3.mdx
@@ -22,7 +22,7 @@ So let's get cracking, we've got a lot to cover. 🚀
## Open Source Spotlight: Kong API Gateway
-Supabase provides a whole bunch of features that are made up of a [collection of open-source tools](/docs/architecture). To orchestrate these different services and functionalities we use the [Kong API Gateway](https://github.com/Kong/kong).
+Supabase provides a whole bunch of features that are made up of a [collection of open-source tools](/docs/guides/getting-started/architecture). To orchestrate these different services and functionalities we use the [Kong API Gateway](https://github.com/Kong/kong).
As a user of our hosted offering you don't really need to know all this, but we love showcasing the amazing open-source tools that we work with, and so we've invited [Vik Gamov](https://twitter.com/gAmUssA) to give you a little intro to [Kong](https://github.com/Kong/kong):
diff --git a/apps/www/_blog/2022-04-20-partner-gallery-works-with-supabase.mdx b/apps/www/_blog/2022-04-20-partner-gallery-works-with-supabase.mdx
index eaea01bbd94..aaf5e4d21b0 100644
--- a/apps/www/_blog/2022-04-20-partner-gallery-works-with-supabase.mdx
+++ b/apps/www/_blog/2022-04-20-partner-gallery-works-with-supabase.mdx
@@ -19,7 +19,7 @@ To keep track of all the great tools and people that “Work With Supabase”, w

-As with anything at Supabase, the Partner Gallery is built on top of the [Supabase stack](/docs/architecture) and is, of course, open-source. If you’re looking to build a partner gallery yourself, feel free to use our template as a start: [github.com/supabase-community/partner-gallery-example](https://github.com/supabase-community/partner-gallery-example). It’s packed with goodies like [Postgres Full Text Search](/docs/guides/database/full-text-search), `next-image` with Supabase Storage, and sending emails based on an insert trigger with Supabase Edge Functions.
+As with anything at Supabase, the Partner Gallery is built on top of the [Supabase stack](/docs/guides/getting-started/architecture) and is, of course, open-source. If you’re looking to build a partner gallery yourself, feel free to use our template as a start: [github.com/supabase-community/partner-gallery-example](https://github.com/supabase-community/partner-gallery-example). It’s packed with goodies like [Postgres Full Text Search](/docs/guides/database/full-text-search), `next-image` with Supabase Storage, and sending emails based on an insert trigger with Supabase Edge Functions.
# Partner showcase - new integrations and expert services
diff --git a/apps/www/_blog/2022-08-09-slack-consolidate-slackbot-to-consolidate-messages.mdx b/apps/www/_blog/2022-08-09-slack-consolidate-slackbot-to-consolidate-messages.mdx
index 2172b0330a7..7581b57e33a 100644
--- a/apps/www/_blog/2022-08-09-slack-consolidate-slackbot-to-consolidate-messages.mdx
+++ b/apps/www/_blog/2022-08-09-slack-consolidate-slackbot-to-consolidate-messages.mdx
@@ -13,7 +13,7 @@ date: '2022-08-09'
toc_depth: 3
---
-Supabase is a platform-as-a-service built on top of PostgreSQL and [many other amazing open-source tools](https://supabase.com/docs/architecture). It’s a fantastic option to create data-intensive apps and tooling. Taking advantage of the community-made [Python SDK](https://github.com/supabase-community/supabase-py) and [Slack's Python SDK](https://slack.dev/python-slack-sdk/), you can automate tasks and build apps for several use cases.
+Supabase is a platform-as-a-service built on top of PostgreSQL and [many other amazing open-source tools](https://supabase.com/docs/guides/getting-started/architecture). It’s a fantastic option to create data-intensive apps and tooling. Taking advantage of the community-made [Python SDK](https://github.com/supabase-community/supabase-py) and [Slack's Python SDK](https://slack.dev/python-slack-sdk/), you can automate tasks and build apps for several use cases.
## Prerequisites
@@ -161,9 +161,9 @@ Slack links have the following format:
https://ORGANIZATION.slack.com/archives/
channel_id/pmessage_id
-
+
Organization: subdomain used in Slack
-
+
Channel ID: It is the string that you'll need to enter
in slack channels as the channel id e.g C0000ABC02DE
@@ -418,7 +418,3 @@ If you have any questions please reach out via [Twitter](https://twitter.com/sup
- [Python data loading with Supabase](https://supabase.com/blog/loading-data-supabase-python)
- [Visualizing Supabase Data using Metabase](https://supabase.com/blog/visualizing-supabase-data-using-metabase)
- [Supabase-py (Database) on Replit](https://replit.com/@Supabase/Supabase-py-Database?v=1)
-
-
-
-