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Failure Modes

Pisama's detectors automate the error analysis loop: each one reports a binary failure mode with calibrated confidence, and multi-agent traces are attributed to the first upstream failure rather than the downstream symptom.

For the complete list of all detectors with F1 scores, accuracy benchmarks, and detection methods, see the Detection Reference.

For the MAST taxonomy categories with detailed descriptions and real-world examples, see: