These approaches evaluate whether work actually landed, rather than relying only on the agent’s account of what it did.
From the Field Notes:
Builders are turning completed outcomes into measurable training and evaluation signals
In one minute
ThinkingBox uses executable checks of final database state both to benchmark agents and to provide reinforcement-learning rewards, while Factory Analytics links agent sessions to delivery outcomes.