5 house rules for letting AI agents commit code

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Hey Makers! 👋

Handing over repo access to autonomous coding agents is awesome, but honestly, it's also a great way to break things if you aren't careful.

My team recently set up a strict "Zero Trust" baseline to keep things under control. Here are the 5 rules we actually enforce right now:

  1. Bound the blast radius before the first run

  2. Assume it reads everything it can reach

  3. Treat everything the agent reads as a potential instruction

  4. Verify like it's a stranger's pull request

  5. Be ready to do forensics

I'm really curious how other engineering teams are handling this shift. Would love to hear your thoughts below! 👇

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For the small subset of applications that genuinely require custom coding, I’d combine a zero-trust environment with a behavior-first workflow and high-quality BDD specifications.

For everything else, I’d remove autonomous repository access from the equation entirely: model the business first and generate the application deterministically. That’s what we’re building with modelARch.