Designing agents that ship work

Most agent demos are impressive on Twitter and useless in production. The gap is task scoping, tool design and recovery.

Start narrow. A reliable agent that books one type of meeting beats a flaky agent that promises the world.

Tool design is product design. Each tool should have a single clear purpose and a typed schema.

Build a strong eval harness early. Replay real traces, score outcomes, and iterate.