Today, you might maintain separate secret stores for CI/CD, Kubernetes, and Terraform. However, that leaves multiple tools to manage, access models to keep in sync, and audit trails to correlate…
Static scanners excel at catching vulnerabilities that fit a known pattern, like unsanitized query inputs, hardcoded secrets, and unsafe deserialization. They struggle against flaws in your application’s logic, where there…
AI is writing more code and pulling in more dependencies, increasing application risk. Most of that exposure isn’t from code your team actively chose. A 2025 study of the Maven…
****When working with security tools like “Trivy” and “npm” audit, I realized that their primary goal is to generate detailed reports that can be consumed by automation, CI/CD pipelines, and…
Most enterprises use a handful of different security scanners, each configured and enforced, project by project. With no single view of what scanners run where, policies drift, blind spots go…
