What Your Pipeline Can Actually Catch: Building the AI Code Scanning Layer
AI tools generate code fast. Your pipeline needs to catch what they get wrong. Here’s how to build a scanning layer across IaC, containers, and application code.
AI tools generate code fast. Your pipeline needs to catch what they get wrong. Here’s how to build a scanning layer across IaC, containers, and application code.
Learn how to build a production-grade Terraform pipeline on GitHub Actions with OIDC authentication, self-hosted runners, composite actions, gated approvals, and drift detection on Azure.
Learn how to estimate Terraform infrastructure costs in pull requests using Infracost and Azure DevOps, enabling shift-left cost governance.
With OIDC, Stage Gates & Reusable Templates When you’re deploying infrastructure at scale, Azure DevOps Terraform pipelines need to be more than just a “plan and apply” script. They need to be safe, reusable, secure, and structured enough to support multiple teams and multiple environments. In this post, I’ll walk through a production-grade Azure DevOps … Read more