
Every team that publishes events from a database eventually hits the dual-write problem: the database commit succeeds, the event publish fails, and the system silently drifts into inconsistency. The outbox pattern is the boring, durable fix -- one transaction, one source of truth, no lost events.
Engineering Craft
TypeScript, CI/CD, databases, observability -- the skills that make code production-ready.