Every week has four modes: build, sell, learn, rest. Skip one for a month and you feel it in the next quarter.
Building intelligent systems for teams that ship. Writing at the intersection of AI, automation, and craft.
Most RAG systems collapse under three forces: query drift, retrieval noise, and untracked context. A field-tested blueprint for keeping them honest.
Voice AI lives or dies on perceived latency. A concrete budget across VAD, ASR, LLM, TTS, and network — and how to buy back time.
Six signals that your automation has outgrown the canvas — and a migration path that does not throw away what you built.