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DevOps & cloud

AI for DevOps: Claude Code on Your Infrastructure, Safely

AI agents are great at the parts of ops that eat your day: reading logs, explaining a failing pipeline, drafting Terraform, reviewing a plan for the one line that replaces your database. They're dangerous at the parts that can't be undone. This course draws that line in configuration: read-only identities, deny and ask rules for destructive verbs, plan review as structured output, a triage skill for incidents and CI agents with minimal tokens. Written by a DevOps and cloud architect who works with AWS, Azure and Kubernetes.

5 h
E-learning
Gratuit

Sessions organised on request

AI for DevOps: Claude Code on Your Infrastructure, Safely
Gratuit
Paiement sécurisé

Objectifs pédagogiques

  • Configure Claude Code for an infrastructure repository with read-only access and blocked destructive verbs
  • Build a Terraform plan-review step with structured JSON output
  • Write an incident-triage skill for Kubernetes
  • Set up a CI agent job with minimal permissions and a budget

Public visé

DevOps, SRE, platform and cloud engineers working with Terraform, Kubernetes and CI/CD. The hands-on steps use AWS and GitHub Actions; Azure, GCP and GitLab users adapt the cloud-identity and CI steps.

Prérequis

Working knowledge of Terraform and kubectl, and a GitHub account (the CI exercise uses GitHub Actions). For the hands-on parts: a disposable Kubernetes cluster (kind or minikube is enough), a sandbox AWS account (exercise 2 also works with the kit's sample plan only), Claude Code 2.1.295+, jq; macOS, Linux or Windows with WSL2 (on Linux and WSL2, bubblewrap and socat for the sandbox). An Anthropic API key (Console, pay-as-you-go) is required for the CI exercise and the final project's CI job, and optional for exercise 2; each review run is capped at $1 by --max-budget-usd. AWS CLI v2 for the cloud steps.

Programme de formation

  1. Where AI helps in ops, and where it hurts · 2. Read-only first · 3. Terraform plan review · 4. Kubernetes and incidents · 5. Agents in CI · 6. Guardrails for infra agents · 7. Final project

Moyens pédagogiques et techniques

Short explanations with diagrams and an animated walkthrough, hands-on configuration in an infrastructure repository, and a final « ops copilot » project.

Modalités d'évaluation

  • Short checkpoint quiz on every page (one mistake allowed), final exam at 70 %
  • Four hands-on exercises with a rubric
  • Final project with a reference solution

Durée et rythme

Self-paced: about 1 h 30 of reading plus 3–4 h of hands-on work in a disposable environment.

Conditions d'accès

Free. Create a learner account on the course page and start immediately.

Délais d'accès

Immediate access after enrolment.

Accessibilité aux personnes en situation de handicap

Self-paced, no time limit. Diagrams have text descriptions, the animation has captions, all code is text.

Tarif

Gratuit

Funding

No funding needed.

Recognition

Non-certifying course: you receive a certificate of completion.

Dispensé par

ITwithDomITwithDom

Contact

Dominik Heinrich (ITwithDom)