Evals are the new unit tests
If an agent isn't gated by a regression suite, it isn't in production — it's in rehearsal. How we wire pass-rate gates into CI.
Field notes
The org chart of a multi-agent system
Planner, architect, coder, reviewer: why agent topologies end up looking like the teams they replace — and what that means for governance.
RAG is a data problem, not a model problem
Permission-aware retrieval over your truth beats a bigger context window. Notes from three knowledge-system builds.