thaki-AI/daily-paper-2026-09-09-autonomous-oncall-k8s-incident-frontier

The Autonomous Oncall: Measuring the Diagnosis-to-Remediation Capability-Cost Frontier of LLM Agents on Fault-Injected Kubernetes Incidents TL;DR — A decision-theoretic capability-cost frontier for LLM agents on fault-injected Kubernetes on-call: closed-form break-even results show the binding constraints are safety ceilings and capability, not token cost, and that a stronger model tier should be bought for collateral-damage reduction, not price. ThakiCloud AI Research ·… See the full description on the dataset page: https://huggingface.co/datasets/thaki-AI/daily-paper-2026-09-09-autonomous-on

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