A shared memory for AI coding agents, so Claude Code, Cursor and Windsurf all read the same project truth instead of relearning the codebase every session.
The problem
AI agents burn tokens re-exploring the same files, forget what happened yesterday, and two agents working on one repo overwrite each other. Every session starts from zero.
What we built
One shared memory every agent reads before it writes code: project facts, code relationships and skills the system learns over time. Agents stop relearning the codebase and stop overwriting each other, and a dashboard plus an editor extension show what the system knows.
The outcome
In active development as the backbone of our own agent workflows. No public numbers yet.