If we see PRs that seem AI generated or automated in similar ways, we'll flag them and close them.

The same applies to comments and descriptions, please don't copy paste the content generated by an LLM.

### Human Effort Denial of Service

* **Embrace modern AI coding practices**: Leave everything up to an LLM to decide. The model knows best. Always.
* **No code reviews**: There's no code to review. No PRs to approve. No comments to address. Embrace vibe coding fully, replace the theater of approving and merging vibe coded PRs that no one looks at with full proper vibes only.

/// tip

        discussion_commentors: dict[str, datetime] = {}
        for comment in discussion.comments.nodes:
            if (
                comment.minimizedReason not in MINIMIZED_COMMENTS_REASONS_TO_EXCLUDE
                and comment.author
            ):
                authors[comment.author.login] = comment.author
                if comment.author.login != discussion_author_name:

Try to avoid using bitter sarcasm or potentially passive-aggressive comments. If something is wrong, it's better to be direct (try to be gentle) than sarcastic.

Try to be as specific and objective as possible, avoid generalizations.

* For new features, the feature should be mentioned in the [Release Notes](platforms/documentation/docs/src/docs/release/notes.md).
* Use American English spelling in code, comments, and documentation (e.g., "color" not "colour", "initialize" not "initialise"). See [ADR-0009](architecture/standards/0009-use-american-english.md) for details.

     * for this with respect to reads.
     *
     * As a guide, all critical volatile reads and writes to the count field are marked in code
     * comments.
     */

    @Weak final MapMakerInternalMap<K, V, E, S> map;

    /**
     * The number of live elements in this segment's region. This does not include unset elements

</pre>

<h2 id="Lexical_elements">Lexical elements</h2>

<h3 id="Comments">Comments</h3>

<p>
Comments serve as program documentation. There are two forms:
</p>

<ol>
<li>
<i>Line comments</i> start with the character sequence <code>//</code>
and stop at the end of the line.
</li>
<li>
<i>General comments</i> start with the character sequence <code>/*</code>

     * for this with respect to reads.
     *
     * As a guide, all critical volatile reads and writes to the count field are marked in code
     * comments.
     */

    @Weak final MapMakerInternalMap<K, V, E, S> map;

    /**
     * The number of live elements in this segment's region. This does not include unset elements

     * respect to reads.
     *
     * As a guide, all critical volatile reads and writes to the count field are marked in code
     * comments.
     */

    @Weak final LocalCache<K, V> map;

    /** The number of live elements in this segment's region. */
    volatile int count;

* ⬆ Bump tiangolo/issue-manager from 0.5.1 to 0.6.0. PR [#14148](https://github.com/fastapi/fastapi/pull/14148) by [@dependabot[bot]](https://github.com/apps/dependabot).
* 👷 Update docs previews comment, single comment, add failure status. PR [#14129](https://github.com/fastapi/fastapi/pull/14129) by [@tiangolo](https://github.com/tiangolo).