Disclosure: I'm building a product around this (bugzero). This article was drafted with AI assistance, then reviewed and edited by me. Production errors are a good fit for an AI agent. There is a stack trace, there is a repository, and "done" has a clear definition: a pull request that a human reviews. What bothered me was the usual shape of these tools. You give a SaaS read access to your repositories, and often your AI key as well, and hope for the best. So I started from one rule: ...