Built for the moment work gets stuck
Kantic gives teams and agents an authoritative intention layer so plans survive beyond the conversation that created them.
The code moves fast, then nobody can explain why a path was chosen, which constraint mattered, or what changed upstream.
The important bits live across old chats, half-remembered plans, stale docs, and private mental models.
A human or agent lands in the repo and has to reconstruct intent from commits, comments, and hope before doing real work.
Start with a tiny OSS seed inside a repo: roadmap.db and AGENTS.md. If the project grows into a team effort, seed the shared Pro authority and keep all the intent, decisions, and source-grounded history you already created.
Shape intent in chat while the work is still fluid.
Persist decisions, questions, specs, and source refs.
Refresh AGENTS.md so the repo explains itself.
Let agents pull the next sprint from durable context.
Use Git and tests as the final record of reality.