Tag: issue_autofix

The scariest sentence in AI tooling is "and then it commits to main." When you build an agent that fixes bugs unattended overnight, the most important decision isn't a capability - it's a refusal. Why making mistakes cheap beats making the agent smart, and how trust in autonomous software actually gets built.

A one-shot "fix this bug" agent is a party trick. A system you can label twenty issues against and walk away from is engineering. Two pieces of craft close that gap - isolated, runnable sandboxes that make every fix prove itself, and conflict-free pull requests that merge in any order. The intelligence is rented; the trust is built.

Label your easy bugs at the end of the day, go home, and wake up to a pull request waiting for each one - written, tested, and ready to review over coffee. The pitch for an overnight bug-fixing agent, and the one design decision that makes it something you'd actually trust.