Scaling DevOps with AI: MCP, Guardrails & Agentic Platform Engineering

Originally published on Naveed Ahmed's Engineering Blog. We already have tools to automate infrastructure. Terraform provisions resources. Kubernetes manages containers. CI/CD pipelines handle builds