adamast is an open-source Python runtime library that provides adaptive failure-mode taxonomy for agent harnesses such as Codex and Claude Code. It enables developers to classify, monitor, and respond to various failure scenarios in LLM-powered agents, improving reliability and observability in agent-based systems.
In the Frameworks & SDKs space, adamast takes a focused approach. It helps developers classify and handle failure modes in LLM agent harnesses and code assistants. It is built as an open-source project for AI agent developers and researchers. adamast is open source under the Apache-2.0 license. adamast is available on the command line, and it can be self-hosted.
adamast first shipped in 2026. Key capabilities include failure taxonomy, agent integration, and adaptive runtime.
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