A complete, simple recap of KubeCon India 2026 in Mumbai. The stat everyone repeated, platform engineering, security, the show floor, community, and the AI SRE
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The four golden signals of SRE: latency, traffic, errors, and saturation are explained with correct PromQL alerting patterns and the Signal-to-Investigation Gap
AI agents fail in production not because models are weak, but because the systems around them are incomplete. Learn the Agent Failure Stack — a six-layer framework for understanding where agents break, why standard observability misses it, and how to fix each layer before it compounds.
How IT Ops, DevOps, SRE, and Agentic Ops differ, overlap, and evolved. A plain-language, graphical guide anyone can follow, from engineers to business leaders.
Most engineering teams have blameless postmortem templates. Very few have blameless cultures. This guide explores what experienced practitioners at Etsy, HubSpot, Atlassian, Google, and Honeycomb actually learned when they tried to build incident review cultures that stick.
Traditional APM wasn't built for AI agents. What agent observability means for autonomous AI SREs in 2026: the semantic gap, the market, and how to start.
What are the four pillars of telemetry? Metrics tell you what. Logs tell you when. Traces tell you where. Events tell you why. A framework for faster MTTR.
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