proof-driven-development

My GitHub profile README - human-agent collaboration systems (NodeRoom, NodeBench, NodeAgent).

An agent's claim that it finished is worthless unless the proof could have failed. A one-page method, no framework, no install.

Can a reward function tell a good lap from a bad one? An offline test, no simulator, no AWS. Found two real defects in 12 production DeepRacer reward functions.