Automated Security Testing in DevOps

Picture this: It's 2:00 AM on a Friday. A critical zero-day vulnerability just dropped in a popular open-source library. Hackers are already deploying automated bots to hunt for exposed servers.

Are you panicking? Are you frantically waking up your engineering team to manually dig through hundreds of repositories?

I've seen the devastating chaos of a compromised software supply chain. But I also know the absolute peace of mind that comes from a system that defends itself. I wrote this guide to give you that exact peace. Imagine a world where your pipeline automatically intercepts that zero-day, blocks the malicious build, and hands your developer a pre-written fix-all while you sleep soundly. That is the reality I am going to help you build.

I have packed this guide with highly practical, actionable blueprints. Inside, you'll discover:

• The Assembly Line: Automate SAST, SCA, and SBOM generation to mathematically prove your source code is safe.
• Live Target Practice: Spin up ephemeral cloud environments to aggressively attack your live apps using DAST and IAST.
• Securing the Vault: Lock down container registries and deploy strict Kubernetes Admission Controllers.
• Guarding the Factory: Monitor your actual CI/CD runners for malicious network traffic and unauthorized modifications.
• The AI Frontier: Leverage AIOps for predictive pipeline routing, generative fuzzing, and automated remediation.

Whether you are a DevOps engineer tired of manual security gates, a software developer battling false positives, or a security architect tasked with protecting a massive enterprise, this book is for you. If you want to deploy code at the speed of light without sacrificing an ounce of safety, you are in the right place.