vishal-dehurdle/state-harness
View on GitHub ↗ ★ 18 Python
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
6 mentions on Hacker News by 2 people: 5 stories, 1 comment · first 2026-06-09 · latest 2026-07-20
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Show HN: Growth-Ratio Energy Function as Leading Indicator of Agent Task Failurestory by visha1v · 2026-07-20 · 0 comments
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Show HN: A control-theory approach to detecting LLM agent instabilitystory by visha1v · 2026-07-09 · 0 comments
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Show HN: I applied Lyapunov stability theory to detect when LLM agents spiralstory by visha1v · 2026-06-22 · 0 comments
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…AI in line. Or a psychiatrist to tame the craxy LLMs Or an elected leader to lead the Luddites. https://github.com/vishal-dehurdle/state-harness
comment by egberts1 · 2026-06-12 · in AI agent bankrupted their operator while trying to scan DN42 -
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Show HN: I applied Lyapunov stability theory to detect when LLM agents spiralstory by visha1v · 2026-06-11 · 2 comments
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Show HN: I applied Lyapunov stability theory to detect when LLM agents spiralstory by visha1v · 2026-06-09 · 1 comment