DevOps → AI Engineer

Use what you already know about infrastructure to build AI features people can trust: local models, RAG, evals and safe agents.

Episode

The 7 stages, what to learn and what to skip.

Lab

Run models locally, build RAG over runbooks, write an eval and a read-only agent.

Guide

Use AI inside the job you already have, with real prompts and guardrails.

Lab

The agent's job is debugging clusters. Know how you'd do it by hand first.

Guide

When you're ready to apply, do it without getting filtered out.

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