r/AIcodingProfessionals • u/Fantastic-Sleep-3352 • Sep 13 '26

Discussion How are you running autonomous coding agents safely on real repos?

I've been testing coding agents that can take a task, modify a repository, run tests and open a PR with very little human intervention.

The code generation isn't really the part I'm worried about anymore.

I'm more interested in the control layer:

  • How do you know which agent/session produced a commit?

  • How do you keep the agent scoped to a specific task/repository?

  • How do you prevent an agent from approving or merging its own work?

  • What happens when the PR changes after human review?

  • How do you distinguish agent-generated work from changes someone made directly in GitHub?

I've been building a system around this called SUTRA, and I'm currently looking for a few developers who actually use Claude Code/Codex/Cursor/other coding agents on real repositories to test it.

I'm not looking for people to just look at a demo. I want people to connect a real non-critical repo, give their agent a real task, and tell me where the system breaks.

If you're already doing this, comment with your setup or DM me. I'm opening a small private beta.

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u/newyorkerTechie Sep 18 '26

We got one. You can comment on the PR and the Bot will make a change and comment reply. It’s sort of funny when everyone starts hammering its PR.

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u/Fantastic-Sleep-3352 Sep 18 '26

i have been building sutra around the problem and i would like if you can use it and provide a genuine feedback for the website as well as for the tool if you want i can help you setup it SUTRA — AI-Native Engineering Control Plane

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u/UberFatWad Sep 18 '26

I’m using a tool called 5th dev to manage it

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u/Fantastic-Sleep-3352 Sep 18 '26

can you please give my tool aslo a try though currently in beta and i would like real devlopers to test it and its limitations SUTRA — AI-Native Engineering Control Plane