thaki-AI/daily-paper-2026-08-13-skill-state-drift-self-healing

Distributed Skill-State Consistency in Multi-Machine Agent Harnesses: Measuring Drift Detection and Self-Healing Latency TL;DR — In a multi-machine LLM agent harness where capabilities are toggled via symlinks and machine-scoped registries, state can silently diverge from the declared policy. A periodic sweep halves mean drift-detection latency (9.41 vs 19.23 steps), reduces check events 5x, and bounds tail latency — at identical total cell-scan cost — simply by decoupling the… See the full description on the dataset page: https://huggingface.co/datasets/thaki-AI/daily-paper-2026-08-13-skill-state-drift-self-healing.