## Summary
- Renames the **Telemetry** nav section to **Monitoring and Debugging**
(nav label + sidebar title)
- Rewrites the section overview (`telemetry.mdx`) as a clean navigation
page using `ContentListings` — three panels (Debugging / Monitoring / AI
& automation) with no how-to prose
- Adds new `telemetry.data.ts` content-listings data file with three
groups registered in `index.ts`
- Adds a new **Debugging** guide (`debugging.mdx`) — request-stack
model, symptom-to-layer router with troubleshooting links for every
service, logging guidance
- Adds cross-links between `debugging.mdx`, `logs.mdx`, and
`advanced-log-filtering.mdx`
- Adds a new **AI agents and MCP** page (`ai-agents.mdx`) — MCP tools
table, `get_logs` usage, debugging skill workflow
- Restructures sidebar into three groups: **Debugging** / **Monitoring**
/ **AI & automation**
## Motivation
- No central entry point existed for debugging — content was scattered
across products with no index
- The overview page had almost no links for agents to follow
- The section name "Telemetry" caused confusion (also used for CLI usage
telemetry)
- Unblocks the `supabase` debugging skill, which routes agents to this
section as its source of truth
## Test plan
- [ ] `/docs/guides/telemetry` — three ContentListings panels render, no
prose how-to text
- [ ] `/docs/guides/telemetry.md` (markdown) — clean link list,
navigable by LLMs
- [ ] `/docs/guides/telemetry/debugging` — renders correctly, symptom
table links resolve
- [ ] `/docs/guides/telemetry/ai-agents` — new page renders correctly
- [ ] Sidebar shows 3 groups: Debugging / Monitoring / AI & automation
- [ ] All cross-links between debugging, logs, and
advanced-log-filtering resolve
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
## Summary
- **New Features**
- Added new documentation coverage for AI agent–assisted monitoring and
debugging, including an observability-driven troubleshooting workflow.
- **Documentation**
- Updated the “Telemetry” area to “Monitoring and Debugging” with a
refreshed landing page and reorganized sections (Debugging, Monitoring,
and AI).
- Revised the debugging and logs guides to improve step-by-step guidance
and highlight advanced log filtering.
- **Navigation**
- Renamed and restructured the top-level navigation entry to reflect the
new Monitoring and Debugging content layout.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
---------
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
Co-authored-by: Jeremias Menichelli <jmenichelli@gmail.com>
## I have read the
[CONTRIBUTING.md](https://github.com/supabase/supabase/blob/master/CONTRIBUTING.md)
file.
YES
## What kind of change does this PR introduce?
Adds regression tests for something we noticed today. AI skills weren't
being loaded on https://supabase.com/docs/guides/ai-tools/ai-skills, so
while we fixed it, we wanted to make sure we could identify this faster.
## What is the current behavior?
Less tests. AI skills loading and not
## What is the new behavior?
Two tests, no new workflows — both ride existing CI:
- **Unit test** (`AiSkills.utils.test.ts`) mocks GitHub, checks the
parsing/shaping logic (dir filtering, frontmatter, install command,
sorting, empty→fallback). Runs on every PR.
- **Smoke test** (`AiSkillsIndex.smoke.test.ts`) hits the live page and
asserts the skills table actually rendered. Runs in the daily docs smoke
job, and can be pointed at any environment via `DOCS_SMOKE_URL`.
Small supporting change: `getAiSkillsImpl` is now exported so the unit
test can call it directly.
## Additional Context
- Fixes
https://linear.app/supabase/issue/AI-915/skills-docs-page-fails-to-load-available-skills
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
* **Tests**
* Added coverage for AI Skills loading, including directory filtering,
metadata parsing, install command generation, fallback descriptions, and
error handling.
* Added a smoke test confirming the AI Skills documentation page loads
successfully and displays install commands.
* **Refactor**
* Made AI Skills loading functionality accessible for direct testing
while preserving existing behavior.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
## Info architecture change around "Partners"
The www "integrations" now become more partner-driven.
`/partners/integrations` -> now Partner Catalog under
`/partners/catalog` (old links redirect to new paths)
Moved them close together in the nav dropdown and in the footer
<img width="494" height="336" alt="Screenshot 2026-07-09 at 11 06 41"
src="https://github.com/user-attachments/assets/a875fef0-0ab8-47ca-8756-d658b27c4892"
/>
<img width="1149" height="665" alt="Screenshot 2026-07-09 at 11 09 48"
src="https://github.com/user-attachments/assets/9631bb72-fe25-4fb4-b1af-9f14a37d02e7"
/>
## /partners
This page remains untouched in this PR, updates to layout, content and
intake form are delegated to #47874
## /partners/catalog
Listed in the
[catalog](https://zone-www-dot-com-git-feat-www-partners-pages-supabase.vercel.app/partners/catalog)
are now partners. Some partners match with a listing.
<img width="1207" height="866" alt="Screenshot 2026-07-09 at 11 14 17"
src="https://github.com/user-attachments/assets/b65216be-976f-4ef5-91f8-1ad49da87b45"
/>
## /partners/catalog/[partner]
Each partner can have one or more "listings" which are either
- simple guides
- foreign data wrappers
- dashboard integrations
Integrations available in the dashboard now all have a prominent
"Install integration" cta to open it in the dashboard [integrations
page](https://supabase.com/dashboard/project/_/integrations).
<img width="1269" height="776" alt="Screenshot 2026-07-09 at 11 16 51"
src="https://github.com/user-attachments/assets/3c7bb715-ffce-4d0a-905f-9a660c3b1f5a"
/>
## Docs
Update docs →
[Preview](https://docs-git-feat-www-partners-pages-supabase.vercel.app/docs/guides/integrations)
- remove "Supabase marketplace"
- use "Dashboard Integrations and Partner Catalog
- update integrations in sidenav to link to updated /partners/catalog/**
listings
<img width="1520" height="696" alt="Screenshot 2026-07-15 at 12 54 47"
src="https://github.com/user-attachments/assets/9f5a2794-4536-4299-97df-9732d3d75b4c"
/>
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
* **New Features**
* Added a Partner Catalog experience with search, category filters,
official-partner toggle, responsive filtering (sidebar + bottom sheet),
grid/list views, and featured partners.
* Added Partner Catalog detail pages with tabbed listings, MDX-rendered
content, image gallery with zoom overlay, and “add/install” actions.
* **Improvements**
* Updated “Become a Partner” layout and form support for prefilled
values and checkbox-group fields (including validation).
* Updated navigation/footer/docs and partner tile links to use Partner
Catalog routes; expanded redirects from legacy integrations paths.
* Added public agent-skills discovery manifest.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
---------
Co-authored-by: Alan Daniel <stylesshjs@gmail.com>
Co-authored-by: Alex Hall <alex.hall@supabase.io>
Co-authored-by: Miranda Limonczenko <miranda.limonczenko@supabase.io>
## I have read the
[CONTRIBUTING.md](https://github.com/supabase/supabase/blob/master/CONTRIBUTING.md)
file.
YES
## What kind of change does this PR introduce?
This PR is to add doc links for the new [MongoDB
FDW](https://fdw.dev/catalog/mongodb/), which was released in [Wrappers
v0.6.2](https://github.com/supabase/wrappers/releases/tag/v0.6.2).
## What is the current behavior?
There is no docs for MongoDB FDW.
## What is the new behavior?
MongoDB FDW doc links are added.
## Additional context
N/A
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
* **New Features**
* Added MongoDB to the Foreign Data Wrappers documentation, including a
dedicated page and navigation entry.
* The documentation menu now includes a direct link to the MongoDB
wrapper guide under Sources.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
## Problem
We now export components under a subpath in ui-patterns to avoid barrel
files as they slow down every tools (from IDE to linters, etc.) and may
also affect bundles our users have to download.
## Solution
- Remove the UI patterns index file
- Fix invalid impors
Reverts supabase/supabase#46848
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
## Release Notes
**Refactor**
* Standardized 404 error handling across documentation pages to use
Next.js built-in features instead of custom utilities
* Enhanced consistency for missing documentation entries, guides, and
references when users navigate to unavailable pages
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
## I have read the
[CONTRIBUTING.md](https://github.com/supabase/supabase/blob/master/CONTRIBUTING.md)
file.
YES
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
* **Bug Fixes**
* 404 handling now returns path-aware not-found pages for missing docs
and guides, improving accurate user-facing 404 responses.
* Improved file-missing errors for guides so missing content cases
surface clearer diagnostic info.
* **Chores**
* Enhanced 404 telemetry so missing-path information is recorded for
better monitoring and quicker troubleshooting.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
## Summary
Four pages in `apps/docs` have a mismatch between the `pathname` in
`generateMetadata` and the `pathname` in `GuideTemplate`. The
`generateMetadata` pathname is what generates the `<link
rel="canonical">` and `<link rel="alternate" type="text/markdown">` tags
— so both tags point to the wrong URL on all 4 pages.
The wrong canonical destinations either loop back to the source page
(308 → source) or end in a 404, meaning Google is being told the
authoritative URL is somewhere it can't reliably reach.
## Changes
One-line fix in each file — update `pathname` in `generateMetadata` to
match the `pathname` already correctly set in `GuideTemplate`:
- `apps/docs/app/guides/database/database-advisors/page.tsx` —
`/guides/database/database-linter` →
`/guides/database/database-advisors`
- `apps/docs/app/guides/local-development/cli/config/page.tsx` —
`/guides/cli/config` → `/guides/local-development/cli/config`
- `apps/docs/app/guides/deployment/ci/[slug]/page.tsx` —
`/guides/cli/github-action/${slug}` → `/guides/deployment/ci/${slug}`
- `apps/docs/app/guides/deployment/terraform/[[...slug]]/page.tsx` —
`/guides/platform/terraform` → `/guides/deployment/terraform`
## Verification
Before fix — view source on any of these pages and search for
`canonical`:
- https://supabase.com/docs/guides/database/database-advisors
- https://supabase.com/docs/guides/local-development/cli/config
- https://supabase.com/docs/guides/deployment/ci/testing
- https://supabase.com/docs/guides/deployment/terraform
After fix — canonical on each page should be self-referencing.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
* **Bug Fixes**
* Fixed documentation routing paths across multiple guides to align with
proper navigation structure:
* Database advisors guide
* CI/deployment guide
* Terraform deployment guide
* Terraform provider reference guide
* Local development CLI configuration guide
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
During the migration to make `PREVIEW` match `PRODUCTION` environment we
got a negation wrong.
With this fix, now wrappers pages are rendered statically on build, so
we can catch errors on MDX syntax on the fly.
## I have read the
[CONTRIBUTING.md](https://github.com/supabase/supabase/blob/master/CONTRIBUTING.md)
file.
YES
## What kind of change does this PR introduce?
This PR is add missing docs for the newly added wrappers:
- Cal
- Calendly
- Cloudflare D1
- DynamoDB
- Gravatar
- Hubspot
- Infura
- MySQL
- OpenApi
- Orb
- Shopify
- Slack
## What is the current behavior?
Those wrappers was added to Wrappers extension but docs links are not
updated.
## What is the new behavior?
- The missing wrappers docs are added.
- Removed the repetitive `Connecting to` title prefix in the Navigation.
- Collapse the lengthy wrappers list into a `Sources` sub navigation
item to make the UI tidy.
## Additional context
N/A
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
* **Documentation**
* Added guides for new federated data wrappers: Cal, Calendly,
Cloudflare D1, Gravatar, Infura, MySQL, OpenAPI, Shopify, and Slack.
* Reorganized Foreign Data Wrappers navigation menu with an improved
hierarchical structure for easier discovery of available vendor
integrations.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
## Problem
We have multiple Popover components
## Solution
- [x] migrate Popover usages to Shadcn components
- Migrated JSON and text editor in the `TableEditor` (inline row
edition)
- Migrated the template popover in the logs explorer templates page
- [x] remove `_Shadcn_` suffix from Popover components (renaming +
prettier)
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
* **Refactor**
* Unified popover implementation across the app and design system;
dropdowns, calendars, menus and tooltips now use a consistent popover
API with no visual or interaction changes.
* **Chores**
* Minor prop typing update for the logs date-picker to align with the
consolidated popover content type.
<!-- review_stack_entry_start -->
[](https://app.coderabbit.ai/change-stack/supabase/supabase/pull/45980)
<!-- review_stack_entry_end -->
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
## I have read the
[CONTRIBUTING.md](https://github.com/supabase/supabase/blob/master/CONTRIBUTING.md)
file.
YES
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
* **New Features**
* Added an "AI Tools" guides section with landing, overview, and
troubleshooting pages; guides render from Markdown.
* **Documentation**
* New AI Tools guides: local development, Quickstart, CLI overview,
troubleshooting, and detailed overview pages.
* **Chores**
* Site navigation updated to include an AI Tools entry and renamed
subsection to "AI"; added permanent redirects from prior Getting Started
AI URLs to the new AI Tools locations.
* **Bug Fixes**
* Updated internal guide links so AI prompt pages point to the new AI
Tools paths.
[](https://app.coderabbit.ai/change-stack/supabase/supabase/pull/45795)
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
---------
Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
Co-authored-by: Greg Richardson <greg.nmr@gmail.com>
## Summary
Emits `BreadcrumbList` JSON-LD on every `/docs/guides/*` page served by
`GuideTemplate`. Search engines and AI crawlers get an explicit
hierarchical signal for the docs site (the marketing site already
shipped JSON-LD via #45451). The chain prepends `Docs > Guides` to the
existing resolver output, so a page like `/docs/guides/auth/passwords`
produces a 5-level chain with the leaf URL set per Google's spec.
## Changes
- New `apps/docs/lib/breadcrumbs.ts`: pure pathname → chain resolver,
server-safe. Extracted from the existing client `useBreadcrumbs` hook so
the same logic runs in both contexts.
- New `apps/docs/lib/json-ld.ts`: `serializeJsonLd` +
`breadcrumbListSchema` mirroring `apps/www/lib/json-ld.ts`.
- `Breadcrumbs.tsx` (visual) now delegates to the shared resolver —
single source of truth for visual + SEO chains.
- `GuideTemplate` takes a required `pathname` prop and emits `<script
type="application/ld+json">` next to `<Breadcrumbs />`. Skipped when the
chain is empty (e.g., page not in nav menu). Middle items without URLs
(e.g., the "Auth" section root) omit `item`, matching the visual
breadcrumb.
- 8 explicit-prop callers updated; `[[...slug]]` callers already spread
`data` (which carries `pathname`).
## Scope
**Out of scope:**
- `/docs/reference/*` (SDK reference) — no breadcrumbs rendered today,
would need separate traversal over spec JSON.
- `/guides/troubleshooting/*` — uses its own template, not
`GuideTemplate`.
- `TechArticle` per-page schema — high maintenance for marginal value.
## Testing (Vercel preview)
```bash
curl -s https://<preview>/docs/guides/auth/passwords | grep -oE '<script type="application/ld\+json"[^>]*>[^<]+</script>'
```
Expect a script tag with the chain `Docs > Guides > Auth > Flows
(How-tos) > Password-based`, leaf URL
`https://supabase.com/docs/guides/auth/passwords`.
- [x] `/docs/guides/auth/passwords` — 5-item chain, leaf URL present
- [x] `/docs/guides/getting-started/features` — 4-item chain, all items
have URLs
- [x] `/docs/guides/getting-started/ai-prompts/<slug>` — special-case
chain (`Getting started > AI Tools > Prompts > <slug>`), leaf URL falls
back to pathname
- [x] `/docs/guides/database/database-advisors` (explicit-prop caller) —
chain renders
- [x] Visual breadcrumb on the same pages still renders correctly
- [ ] Validate output through [Google Rich Results
Test](https://search.google.com/test/rich-results) on a deployed preview
URL
- [x] `/docs/guides/troubleshooting/<slug>` — no JSON-LD emitted
(different template, intentional)
## Linear
- fixes GROWTH-820
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
* **New Features**
* Added JSON-LD breadcrumb markup to guide pages to improve
search/discovery.
* **Improvements**
* Centralized breadcrumb generation for consistent, accurate breadcrumbs
across guides.
* Multiple guide pages updated to ensure breadcrumbs and page context
display correctly.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
This PR migrates the whole monorepo to use Tailwind v4:
- Removed `@tailwindcss/container-queries` plugin since it's included by
default in v4,
- Bump all instances of Tailwind to v4. Made minimal changes to the
shared config to remove non-supported features (`alpha` mentions),
- Migrate all apps to be compatible with v4 configs,
- Fix the `typography.css` import in 3 apps,
- Add missing rules which were included by default in v3,
- Run `pnpm dlx @tailwindcss/upgrade` on all apps, which renames a lot
of classes
- Rename all misnamed classes according to
https://tailwindcss.com/docs/upgrade-guide#renamed-utilities in all
apps.
---------
Co-authored-by: Jordi Enric <jordi.err@gmail.com>
## I have read the
[CONTRIBUTING.md](https://github.com/supabase/supabase/blob/master/CONTRIBUTING.md)
file.
YES
## What kind of change does this PR introduce?
Fix broken links on self-hosting docs.
## Additional context
<img width="763" height="441" alt="Screenshot_2026-04-23_11-45-37"
src="https://github.com/user-attachments/assets/11479aff-f517-421d-8bcd-ef60b97faec3"
/>
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
## Bug Fixes
* Fixed edit links in self-hosting configuration documentation guides
for Analytics, Auth, Realtime, and Storage features to ensure they point
to the correct source files.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
## Problem
We'd like to update react to `19` but many of our dependencies don't
support it.
## Solution
Update those dependencies. This PR focuses on `react-markdown`
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
* **Chores**
* Upgraded react-markdown to 10.1.0 (and remark-gfm to 4.0.0) across
projects for improved Markdown support.
* **Style**
* Adjusted Markdown rendering so typography and spacing are applied via
surrounding containers, improving consistent styling across docs and UI.
* **New Content**
* Added a new RSS feed item for a recent blog post.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
This PR moves several components which rely on `next` out of the `ui`
package to the `ui-patterns` package.
`ui-patterns` package is intented to be imported with specific imports
so it's ok if there are components reliant on `next` in there.
The `SonnerToaster` component has removed its dependency by requiring a
prop for `theme`.
## I have read the
[CONTRIBUTING.md](https://github.com/supabase/supabase/blob/master/CONTRIBUTING.md)
file.
YES
## What kind of change does this PR introduce?
Docs update — Rewrite the Agent Skills documentation as a single flat
page with a skills table.
## What is the current behavior?
The Agent Skills docs have a nested structure with an index page and
individual dynamic pages for each skill (fetched from the
`supabase/agent-skills` repo). Skills also inject sub-items into the
sidebar navigation.
## What is the new behavior?
This PR replaces the nested skill pages with a single, flat Agent Skills
page that:
- Lists all skills in a **table** with name, description, and a
**copy-to-install button** (fetched dynamically from the
[supabase/agent-skills](https://github.com/supabase/agent-skills) repo)
- Includes **installation commands** for both the skills CLI (`npx
skills add`) and Claude Code plugins
- Links skill names directly to their source on GitHub instead of
rendering full skill content inline
- Removes the dynamic `[slug]` route, sidebar nav injection, and local
skill example files
### Navigation Structure
```
Start
> AI Tools
> Agent Skills (new)
> Prompts (existing)
> Supabase MCP server (existing)
```
Closes
[AI-361](https://linear.app/supabase/issue/AI-361/create-skills-documentation-page-in-ai-tooling-docs)
---------
Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
* Fix childProps in Admonition so that they're added as a prop to the main div.
* Replace the admonition with Alert in Wrapper tab page to add a gap between childs.
* Add s3 vectors fdw.
* Minor fix to FormSection.
* Update the fdw mutations to support passing in options.
* Refactor the vector flow to create fdws.
* Revert cron description change.
* If the bucket can't be created, don't create a fdw.
* Update/delete the fdw when deleting a table or a bucket.
* Minor fixes.
* Clean up the delete modal.
* Handle edge cases when missing a wrapper.
* Remove the admonition in the create bucket modal.
* Fix the loading state when creating a bucket.
* Fix the createWrapper sheet to work with s3 vectors.
* Fix undefined wrapperMeta issue.
* Create the schema when installing a wrapper.
* Tiny cleanup.
* Clean up unneeded useState. Create a wrapper only if the all conditions are met.
* Fix all comments.
* Add s3 vectors for docs.
* Add a link and fix the file name for S3 Vectors in docs.
* Hide the table editor button if the wrapper instance is missing.
* Small fixes.
We have a global troubleshooting view at /guides/troubleshooting, but
for greater visibility, we should also have product-specific
troubleshooting views. This is the same view and same data as the global
page, but filtered down to a specific product.
* Add db wrappers open in dashboard cta
* Restore getLatestRelease return to null
* Add guide template components with flexible content positioning
* Add Guide components with composition pattern
* Remove default branch on tag value
* Add GuideTemplate component and do some clean up
* Restore original GuideTemplate
* Clean up code and unused props
* Remove displayName
* Remove unwanted export
* Refactor EditLink to its own helper file
* Apply several fixes
* Fix underline on cta button
* Remove default main tag
* More descriptive button cta label
* fix(docs): add iceberg_wrapper dashboard integration
---------
Co-authored-by: Charis Lam <26616127+charislam@users.noreply.github.com>
* docs: add Apache Iceberg FDW docs
* docs: add DuckDB FDW docs
* fix(tests): fix docs tests erroring in CI
GitHub Auth was enabled in our supabase config.toml, which causes the supabase startup to try finding GITHUB_CLIENT_ID and GITHUB_CLIENT_SECRET in env. We don't actually need these for tests, so we can just mock them.
---------
Co-authored-by: Charis Lam <26616127+charislam@users.noreply.github.com>
strictNullChecks was off for docs, which lets errors slip through and
leads to incorrect required/optional typing on Zod-inferred types. This
PR enables strictNullChecks and fixes all the existing violations.
* Move all components in ui-patterns into src folder. Add exports field for all files.
* Fix all apps to use the new ui-patterns.
* Fix the design-system build.
* Remove all unused rexports from ui-patterns index. Apps should use direct imports instead.
* Change the tailwind content property to include src folder of ui-patterns.
* Remove autoprefixer from the tailwind configs.
* Remove autoprefixer as a dependency.
* Fix the CVA conditions in FormLayout.
Scripts currently use CJS, which is causing a bit of a mess when trying
to use shared utilities from the app. Converting everything to ESM so
there are fewer conflicts when adding new scripts going forward.