inference-autopsy is an open-source CLI tool for profiling and regression testing AI inference systems. It provides trace-first analysis, latency benchmarking, and supports OpenAI-compatible workflows for AI engineers and researchers.
In the LLM eval & observability space, inference-autopsy takes a focused approach. It focuses on profiling and regression testing AI inference systems to identify performance and reliability issues. inference-autopsy is an open-source project aimed at AI engineers and researchers. The project is open source (MIT). It runs on the command line.
It is developed by kaseyho, and the product first shipped in 2026. The project is developed in the open on GitHub with 12 commits in the last 90 days. Across PulseGate's embedding index, inference-autopsy has few near neighbours, marking it as relatively distinct. Among its 5 catalogued features are profiling, regression testing, and latency benchmarking.
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