ai-sre
4 posts — newest first.
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Evals for AI SRE Agents: The Test Suite Your On-Call Bot Doesn't Have
Replayed incidents, frozen tool responses, deterministic graders, and pass^k instead of one lucky run. How to evaluate an AI SRE agent without fooling yourself.
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Anomaly Detection for SREs: Thresholds, Baselines, and Where the LLM Belongs
Static thresholds fire every night or never. Rolling baselines learn the outage. A seasonal robust baseline fixes both; the LLM belongs after the detector.
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AI SRE is officially a category. Buy it like an SRE, not like a CIO.
Gartner's first Market Guide for AI SRE tooling projects 85% adoption by 2029. Six evaluation questions for cutting through the category hype.
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Google just published the reference architecture for agentic SRE
Google SRE splits autonomous incident response into reasoning, actuation, and evaluation. The split is the lesson — here's what to copy at normal scale.