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devops-ai-guidelines

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First AI Journey for DevOps - with comprehensive learning paths, practical tips, and enterprise guidelines

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A structured DevOps AI learning path covering MCP, agent development, monitoring, SRE runbook retrieval, and agent evaluation. Includes tutorials, team guidelines, prompts, and AWS-focused examples.

Use Cases

Learn to build AI agents for DevOpsBuild MCP servers for KubernetesInvestigate logs and correlate incidentsMonitor systems and escalate unexpected behaviorRetrieve runbooks to guide incident responseEvaluate agent behavior with recorded test casesAdopt AI safely across DevOps teams

Built With

Language
Python
Frameworks
LangChain · OpenClaw

Tags

DevOps · AI agents · MCP · SRE · observability · monitoring · incident response · runbooks · agent evaluation · learning path

devops-ai-guidelines — Vibe Coding Discover