I built a local-first context fabric for AI coding agents

If you use Claude Code, Codex CLI, or Kimi CLI across multiple projects, you already know the problem: every session starts from zero. Context is lost. It’s hard to see which repos are active, which are dead, and where an agent should actually work.

I built Developer Control Plane to fix that.

The context-switch tax is real

I juggle 30+ projects. Some are in R&D, some are half-built, some are production-ready. Switching between them means rebuilding mental context every time. Current AI coding agents make this worse: they’re amnesic between sessions. They forget architectural decisions, dependencies, and recent work.

Why current agents are amnesic

Claude Code, Codex CLI, and similar tools are stateless. Each run is a fresh conversation.…