vishal-dehurdle/state-harness

Runtime safety net for LLM agents. Detects token spirals, kills doomed tasks early, tells you exactly why. Rust core, Python SDK. pip install state-harness

11 best points · 3 comments · 5 Hacker News posts · 18 GitHub stars · View on GitHub

Hacker News discussions

• Show HN: I applied Lyapunov stability theory to detect when LLM agents spiral (11 points, 2 comments, by visha1v, 2026-06-11)
• Show HN: I applied Lyapunov stability theory to detect when LLM agents spiral (5 points, 1 comments, by visha1v, 2026-06-09)
• Show HN: I applied Lyapunov stability theory to detect when LLM agents spiral (3 points, 0 comments, by visha1v, 2026-06-22)
• Show HN: A control-theory approach to detecting LLM agent instability (2 points, 0 comments, by visha1v, 2026-07-09)
• Show HN: Growth-Ratio Energy Function as Leading Indicator of Agent Task Failure (1 points, 0 comments, by visha1v, 2026-07-20)