Show HN: I applied Lyapunov stability theory to detect when LLM agents spiral
state-harnessLLMruntime safety nettoken spiralsdiagnosticsRustPythonPyO3Lyapunov stabilityRenormalization GroupVector Symbolic Architecturemulti-agent circuit-breaker
Author: visha1v
Date: 6/11/2026
Article Summary:
State-harness is a library that provides a runtime safety net for LLM (Large Language Model) agents, detecting token spirals, killing doomed tasks early, and providing diagnostics on why tasks failed.