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Learning paths

Pick where you want to go. Each path is an ordered list of episodes, labs and guides, so you always know what to do next.

Learn to think like an SRE: SLOs and error budgets, debugging a real outage, and the questions SRE interviews actually ask.

Go from running pipelines to building the platform: Kubernetes internals, GitOps, Terraform, Karpenter, multi-tenancy and databases.

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

The job-search side: a resume that gets callbacks, applications that don't read as AI spam, and first rounds you walk out of confident.