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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 deep dives on systems and AI. No spam — unsubscribe anytime.