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docs: Disallow fully autonomous agents in AGENTS.md and docs - #26968

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2010YOUY01:codex/autonomous-agent-policy
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2010YOUY01 wants to merge 1 commit into
apache:mainfrom
2010YOUY01:codex/autonomous-agent-policy

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Which issue does this PR close?

  • Closes #.

Rationale for this change

Definition of 'Fully Autonomous Agent'

A fully autonomous agent is an agent that operates without a human in the loop.

  • Not this: Asking Codex to fix a specific PR in DataFusion.
  • But this: Running a 24/7 autonomous agent daemon with a broad goal like "Get as many PRs merged into a production codebase as possible," without human supervision.

Issue

Some existing DataFusion contributions appear to come from fully autonomous agents:

https://github.com/apache/datafusion/pulls?q=is%3Apr+state%3Aclosed+author%3Aump45nose

We've explicitly asked them to stop submitting AI dumps and closed their PRs. However, they don't follow up on the feedback in those closed PRs and keep opening new ones.

This behavior resembles that of the "fully autonomous agents" described above.

This PR

I think no fully autonomous agents contribution has already been agreed on from previous discussion and existing AI policy:

This PR adds it explicitly to AGENTS.md and other related docs, hopefully this can reduce some of them.

I suspect it's likely to see more of them, fully autonomous agents seem like the next big thing in AI, after today's codex/claude.

What changes are included in this PR?

Update 'no fully autonomous agents' in AGENTS.md, and other related docs

What is the testing strategy for this PR?

Are there any user-facing changes?

@github-actions github-actions Bot added the documentation Improvements or additions to documentation label Oct 31, 2026
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