Intentos is an open-source flight recorder for AI agents. It captures detailed traces of agent actions, decisions, failures, and associated costs, making it easier to debug and optimize autonomous AI systems. Available as a PyPI package and CLI tool under the AGPL-3.0 license, with a GitHub repository at haihaoxu/intentos.
intentos is a LLM eval & observability product. It focuses on understanding exactly what AI agents did, why they failed, and what they cost during execution. It is built as an open-source project for developers. intentos is open source under the AGPL-3.0 license. It runs on the command line.
Behind intentos is Haihao Xu, and the product first shipped in 2026. Development happens publicly on GitHub with 63 commits in the last 90 days. Key capabilities include flight recording, agent debugging, and cost tracking.
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