2 items tagged #ci.
Aider's --lint-cmd and --test-cmd flags run your linter and tests after every edit, feed failures back to the model, and attempt a fix — a real loop with real cost implications.
How to install Codex in a GitHub Actions runner, auth safely, scope the agent to one branch, cap per-run costs, and recover when the agent misbehaves.