ContextMesh

See where your agent's tokens go.

An open-source observability layer for AI coding agents. Every step an agent takes — every file read, every test run — is logged to a local, typed, evidence-backed ledger. It publishes one agent-agnostic number that nobody else does: the fraction of tokens spent on tasks that actually finished.