PisamaClaimed

Pisama is an open-source agent forensics platform that detects 20 types of failures in multi-agent AI systems — loops, state corruption, persona drift, hallucination, prompt injection, and more. Uses tiered heuristic detection at $0 per trace. 60.1% accuracy on the TRAIL benchmark, 5.5x better than frontier LLMs. Python SDK, CLI, and MCP server. Works with LangGraph, CrewAI, AutoGen, n8n, and Dify. MIT licensed.