[akrem-chabchoub]

Checklist

• I have read the coding guide.
• My change requires a documentation update, and I have done it.
• I have added tests to cover my changes.
• I have added or updated fuzz targets for any code handling untrusted input.
• I have filled out the description and linked the related issues.

Description

Open API Spec Version Changes (if applicable)

Motivation and Context (Optional)

Related Issue (Optional)

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AI Disclosure

• This PR contains code that has been generated by an LLM.
• I have reviewed the AI generated code thoroughly.
• I possess the technical expertise to responsibly review the code generated in this PR.

[acud]

I would add:

• the test plan should be brought for approval
• ideally inlined in the terminal, showing the test plan for every PR (in a couple of sentences)
• operator approves the plan, and then the orchestrator runs the tests with individual subagents that report the results. a subagent per PR, not per test case (minimizes the agent's cold start time + token usage)
• orchestrator then reports a rundown of the results + suggested fixes to any observed issues during testing and their severity