42 failure detectors for LLM agent systems — detect loops, hallucinations, injection, coordination failures, and more
pisama-detectors is a LLM eval & observability product. It focuses on detecting and diagnosing failures such as loops, hallucinations, and prompt injection in LLM agent systems. pisama-detectors is an open-source project aimed at AI researchers and developers. The project is open source (BSL-1.1). pisama-detectors is available on the web and the command line.
pisama-detectors first shipped in 2026. Across PulseGate's embedding index, pisama-detectors has few near neighbours, marking it as relatively distinct. Among its 5 catalogued features are loop detection, hallucination detection, and prompt injection detection.
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