The agents kept improving the test. The business still needed a customer.
We stopped treating internal certainty as market proof.
FinishUI was built with an agent-led operating system. That made it easy to add another benchmark, another review, and another layer of proof. The uncomfortable lesson was simpler: a strong internal test can reduce risk, but only a buyer can prove demand.
So we kept the truth and safety gates, froze the offer, and made real buyer evidence the next requirement. These field notes will show the decisions, failures, corrections, and evidence as the company earns them.
Operating ruleUse agents to shorten the distance to evidence, not to hide from it.