Posts tagged Cqrs — AI × software engineering, made practical.
Learn what CQRS actually splits between write and read models, why projection lag becomes a permanent fact you have to own once you adopt it, and how to expose staleness as data for both dashboards and AI agents.
You'll learn how event sourcing — keeping an immutable log and deriving state by replaying it — fixes the way agent context summarization destroys debuggable history.
A plain explanation of why teams and AI agents really reach for CQRS — not to scale reads, but because different consumers of a shared model disagree on what 'current state' means — and how to tell that apart from an actual load problem.