From Writing Terraform to Guiding AI: My Journey into Agentic DevOps with Claude Code

For a long time, I thought DevOps was just about writing scripts, managing infrastructure, and automating deployments. Then I discovered something that changed everything: 👉 What if instead of just writing code, you could guide an AI to think like a DevOps engineer? That’s exactly what I explored while taking the Ultimate Agentic AI DevOps with Claude Code course. And it completely reshaped how I approach building, deploying, and managing systems. 🚀 The Shift: From Tools to Agents Traditional DevOps is tool-driven: Terraform for infrastructure GitHub Actions for CI/CD Bash scripts for automation But in this course, I learned something deeper: DevOps is evolving from tool usage → agent orchestration Instead of doing everything manually, I started: Designing workflows for AI agents Defining rules for how AI should behave Automating decision-making, not just execution 🧠 The Most Important Concept: Context is Everything The biggest lesson? AI is only as good as the context you give it. Thi