State Harness
AI Agents & AssistantsA Lyapunov‑stability monitor that detects token spirals and classifies failure patterns in multi‑turn LLM agents without extra LLM calls
Features
- Detects context accumulation spirals, retry storms, policy drift, early explosions, and budget exhaustion
- Classifies failure patterns with confidence scores and provides actionable fix suggestions
- Operates via a Lyapunov energy function using token‑usage metrics – no additional LLM invocations
Recent releases
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Install & Platforms
Install via
pip
Platforms
linux
macos
windows
arm64
