Updates, guides, and insights on local-first AI orchestration.
AI coding tools are everywhere. Most are chat boxes bolted onto editors. We wanted something different: a local crew of specialist agents that actually plans, builds, tests, and ships.
Why a PM agent + specialist crew outperforms a single general-purpose model on real software projects. With benchmarks.
Your code shouldn't leave your machine. Why we chose local execution over cloud APIs, and how it changes the trust model.