TeamBrain — Your team's AI agents share one brain

1 min read Original article ↗

Agents waste half their tokens re-exploring code your teammate's agent already mapped. CodeMap builds a shared, always-current map of your codebase in CI — updated incrementally on every merge — so an agent asks "where do webhook retries live?" and gets a 200-token answer instead of a 40,000-token exploration. Same repo, same MCP tools, no extra work.

~40k tokens exploring

read src/webhooks/index.ts

read src/webhooks/queue.ts

read src/lib/http/client.ts

read src/lib/http/retry.ts

read src/payments/wrapper.ts

read src/payments/hooks.ts

read src/config/queues.ts

read src/workers/dispatch.ts

read src/workers/retry-policy.ts

grep "retry" src/**

~200 tokens, from CodeMap

webhook retries → src/workers/retry-policy.ts, dispatched from dispatch.ts