Closes DOCS-1057
Contributes to DOCS-1052
## I have read the
[CONTRIBUTING.md](https://github.com/supabase/supabase/blob/master/CONTRIBUTING.md)
file.
YES
## Problem
We have hundreds of MDX lint warnings in our docs going against style
best practices.
## Solution
Remove and replace in context the following:
- PostgreSQL. There was only one. There was concern about exceptions,
but I found none.
- Just
- Quickly
- Actually
### What changed
Edits follow the [Google developer documentation style
guide](https://developers.google.com/style): concise, direct, active
voice. The flagged words were removed when the sentence still read well,
or replaced when meaning needed to be preserved.
### Common patterns
| Flagged word | Approach | Example |
|---|---|---|
| **just** (filler) | Removed | "you just installed" → "you installed" |
| **just** (limiting) | **only** | "just one row" → "only one row" |
| **just like** | **like** / **the same as** | "function just like
regular users" → "function like regular users" |
| **not just** | **not only** | "not just errors" → "not only errors" |
| **quickly** (performance) | **efficiently** or removed | "find rows
quickly" → "find rows efficiently" |
| **quickly** (time) | **soon** / **rapidly** / removed | "expires too
quickly" → "expires too soon" |
| **actually** (filler) | Removed | "actually execute" → "execute"; "is
actually the most common" → "is the most common" |
## Tophatting
1. See the diff.
2. See that content continues to make sense in context.
3. Locally, `cd apps/docs` and run `pnpm run lint:mdx`.
4. Search for "just," "actually," "quickly", and "PostgreSQL" and see
there are 0 warnings.
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
* **Documentation**
* Updated wording across quickstarts, guides, and troubleshooting
articles for grammar, clarity, and consistent step-by-step phrasing.
* Clarified key concepts including Row Level Security policy evaluation
across Supabase products, deferred foreign key constraint behavior, and
when `EXPLAIN ANALYZE` executes queries (and related side effects).
* Refined several troubleshooting instructions and added guidance to cap
log payload size to reduce billed Logs Ingest volume.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
---------
Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: Nik Richers <nrichers@gmail.com>
Co-authored-by: Chris Chinchilla <chris.ward@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?
Resolves utilize lint warnings.
## What is the current behavior?
Utilize lint warnings are present.
## Tophatting
To see that this issue is resolved:
1. See the diff for content clarity.
2. Run `pnpm lint:mdx` to see no more remaining utilize errors.
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
## Documentation
- Improved documentation clarity and consistency across platform guides,
including AI going-to-prod, custom claims/RLS RBAC, authentication
(anonymous, Web3, social login), and database connection/configuration.
- Refined technical wording throughout database, realtime, storage,
billing, performance, telemetry, and troubleshooting guides (for
example, standardizing phrasing like “use” vs “utilize”).
- Updated select guidance for clearer wording on database pre-warming
and clarified the scope of the Postgres logging note.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
---------
Co-authored-by: Chris Chinchilla <chris.ward@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?
Docs update (stale internal links / dead anchors).
## What is the current behavior?
The Metrics guide moved from `/docs/guides/platform/metrics` to
`/docs/guides/telemetry/metrics` and was split into sub-pages, but 15
internal links across the docs still use the old path:
1. **Redirect chain** — non-anchored links to
`/docs/guides/platform/metrics` only resolve via a two-hop permanent
redirect (`platform/metrics` → `monitoring-troubleshooting/metrics` →
`telemetry/metrics`, in `apps/www/lib/redirects.js`).
2. **Dead anchors** — `#accessing-the-metrics-endpoint` and
`#deploying-supabase-grafana` no longer exist on the restructured page,
so those links currently land at the top of the page instead of the
intended section.
## What is the new behavior?
- Non-anchored links now point directly at the canonical
`/docs/guides/telemetry/metrics` (relative links use
`../telemetry/metrics`), avoiding the redirect chain.
- `#accessing-the-metrics-endpoint` links →
`/docs/guides/telemetry/metrics` (the Metrics API endpoint access
content lives on that page).
- `#deploying-supabase-grafana` links →
`/docs/guides/telemetry/metrics/grafana-self-hosted`, the page that now
holds the Prometheus/Grafana installation instructions those links
referenced.
15 files changed, links only — no content changes.
## Additional context
Pure documentation link cleanup. Affected files include several guides
(`database/connection-management`, `database/inspect`,
`platform/performance`, `platform/read-replicas`) and troubleshooting
entries that reference the Metrics/Grafana setup guide.
* fix: rewrite relative URLs when syncing to GitHub discussion
Relative URLs back to supabse.com won't work in GitHub discussions, so
rewrite them back to absolute URLs starting with https://supabase.com
* fix: replace all supabase urls with relative urls
* chore: add linting for relative urls
* chore: bump linter version
* Prettier
---------
Co-authored-by: Chris Chinchilla <chris.ward@supabase.io>
