Agents That Work

AI agents that do real work.

This is the notebook for the parts that usually get skipped. An agent needs a job, a lane, a product, and a limit. Without those, it wanders through context and creates more sorting work for the person who asked for help.

Test 01A real person can use it on Monday.
Test 02You can tell whether it did the job.
Test 03It knows when to stop and hand back judgment.