DevSecOps Automation Tools: What to Put in the Pipeline and What to Keep Out

A GrammaTech guest post argues DevSecOps pipelines alone miss the adversarial view; pairing SAST automation with offensive security closes the blind spot where design and code flaws slip through.

A guide to enterprise GitLab rollouts comparing GitLab.com, Dedicated, and self-managed models, with planning guidance for runners, availability, disaster recovery, and pipeline performance at scale.

AI-based review and SAST catch different classes of bugs and both have benefits. Here's how to decide which one runs where, and when your team needs both.

This coverage gives security teams current context for monitoring, validation, and remediation.

CVSS, EPSS and KEV are all built around published CVEs, so they cannot score findings in your own application code. This practical guide shows how to rank exploitable issues like tenant boundary flaws in a continuous testing queue.

Borg argues the security-review queue blocking releases is a capacity problem: scanners cover known-bad patterns, so reserve humans for judgement calls like intended authorization boundaries.