Building audit trails that survive service failure
How I used a transactional outbox and layered idempotency to keep audit events recoverable across broker, network, and service failures.
11 min · Reliability · ArchitectureTechnical explanations, mental models, and reflections.
Long-form writing about architecture, reliability, and the engineering trade-offs behind real product work.