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>
Contributes to DOCS-1052
## 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 MDX linting errors related to "simple" where it applies.
There was a couple cases that did not apply. For example, a product with
"Simple" in the name.
These changes are made in context, either by removing or using a more
descriptive synonym like "minimal" or "basic".
## Tophatting
1. Read each of the diffs.
2. See that the text still makes sense in context.
For extra due diligence, you can run `pnpm lint:mdx` locally and see the
'simple' errors that remain and whether they are worth addressing.
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
## Summary by CodeRabbit
* **Documentation**
* Updated many guide, tutorial, and troubleshooting pages with clearer
“basic”/“minimal” wording across setup steps, local testing
instructions, security cautions, and RLS guidance.
* Refined headings, example descriptions, and inline comments for
consistency (including deployment, MCP, metrics API, and search/function
phrasing).
* Improved readability with small snippet formatting tweaks (whitespace
plus import/comment ordering) and added a self-hosting debugging note
for Envoy admin endpoints via a short-lived `curl` container.
<!-- 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: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
Co-authored-by: Chris Chinchilla <chris.ward@supabase.io>
Co-authored-by: Nik Richers <nrichers@gmail.com>
