
11 min read
I trusted AI agents after I stopped trusting their first draft
How deep tests, stacked pull requests, adversarial review and isolated environments let me delegate parallel software delivery safely.

How deep tests, stacked pull requests, adversarial review and isolated environments let me delegate parallel software delivery safely.

What stacked pull requests are, how GitHub's native workflow works, and where the public preview still needs care.

Use a short cooldown for routine dependency releases while keeping known security fixes on the fast path.

Why pull-request-controlled AI review instructions collapse a trust boundary, and how teams can restore it without giving up useful repository context.