loading…
Notes on distributed systems, AI engineering, and the decisions behind production-grade software.
Exactly-once is a lie you tell at scale — here's how to get effectively-once with dedup keys and a transactional outbox.
Autonomous agents are great until they spend $400 in a loop. Bounded autonomy is a design discipline, not an afterthought.
Most microservice migrations fail by splitting on the wrong seams. Start with bounded contexts, not table names.
Occasional notes on systems and AI. No spam — unsubscribe anytime.