Event-Driven Orchestration

Inkitt built a one-shot PR creator that uses an event-driven orchestrator to coordinate short-lived agent containers across requirements, implementation, validation, CI-failure fixing, and merge-conflict resolution, and it is already used daily to ship code. The design separates decision logic from side effects, grants agents only short-lived repo and model credentials, hard-blocks high-risk changes such as migrations, payments, and auth, and still requires human approval before merge.