How I used three IaC tools — Pulumi, Terraform, and OpenTofu — to deploy an AI translation endpoint on AWS SageMaker without touching the console once. Architecture, failure modes, and what I actually learned.

A full breakdown of building a push-to-deploy pipeline on Kubernetes — Flask webhook orchestration, RBAC, network policy isolation, blue-green deployments, and automated rollback.