Last year our platform team turned on every scanner we could find in one sprint: static analysis, dependency scanning, secret detection, container image scanning and Terraform checks, all set to fail the build on anything. The first week produced 1,900 findings across 40 repositories. By the second week, the most common way to merge was an admin override, and the security channel had become a place where people asked how to make the red X go away. The scanners were not wrong. The gate design was...
DevSecOps pipeline gates: SAST, SCA, image and IaC scanning without blocking every PR
We added five scanners to CI and within a week developers were merging with admin override. This is the gate design we rebuilt: block only new, fixable, high-signal findings on PRs, scan everything nightly, and make exceptions expire.
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I am a Senior Software Engineer with over a decade of hands-on experience building, scaling, and maintaining complex systems across the full stack—spanning frontend, backend, and DevOps. Over the last 10 years, I have navigated diverse architectures and untangled some of the most frustrating, elusive bugs in production. I believe that every production incident is a massive learning opportunity. Having discovered hibug.me, I am excited to contribute to this knowledge base, breaking down root causes, and sharing verified fixes to help fellow developers debug faster and build more resilient systems.
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