We have spent the previous eight sessions adding scanners to our GitHub DevSecOps pipeline — SCA, SAST, container scanning, secret detection, DAST. The scanners now produce a steady stream of findings, and the question is: where do we manage them? In Part 9, Patrick Steger and I look at GitHub’s built-in Vulnerability Management — the Security Tab — and call out what it does well and what is still missing.
API keys, tokens, and passwords still leak into repositories all the time — sometimes by accident, sometimes by a developer who genuinely did not know better. In Part 7 of our GitHub DevSecOps series, Patrick Steger and I switch on GitHub’s built-in Secret Scanning, add a custom pattern of our own, try out push protection, and look honestly at what the feature finds and where it falls short.
SCA covered our dependencies. License compliance covered what we are allowed to ship. SAST is where we point the scanners at the code we wrote ourselves. In Part 5 of our GitHub DevSecOps series, Patrick Steger and I add Static Application Security Testing to the pipeline — and find out the hard way that on GitHub it takes three Actions, not one.
After eight sessions of adding scanners to our GitLab pipeline — SAST, secret detection, SCA, license compliance, container scanning, DAST — we now have a different problem. We have hundreds of vulnerability findings. In Part 9, Patrick Steger and I look at GitLab’s built-in Vulnerability Management: what it gives you, where it falls short, and how to actually triage findings without losing your mind.
Hard-coded passwords and API keys are still one of the most common ways credentials leak. They get committed by accident, stay in the git history forever, and only show up when someone is already exploiting them. In Part 7 of our GitLab DevSecOps series, Patrick Steger and I add Secret Detection to the same pipeline we have been growing — one line of YAML — and then look at what GitLeaks actually finds, what it quietly misses, and what to do about it.
Software composition analysis takes care of the libraries you pull in. But what about the code your own team writes? That is where Static Application Security Testing comes in. In Part 5 of our GitLab DevSecOps series, Patrick Steger and I add SAST to the pipeline, plant a few realistic vulnerabilities in our Spring Boot sample, and watch GitLab pick them up.
Build is the step in the SAFe for DevOps Health Radar where committed code is continuously integrated, tested, and turned into a deployable artifact with built-in quality. In this video, I walk through what the Build step involves, why continuous integration matters, and how techniques like gated commits and static security analysis help you maintain quality at speed.
