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Articles

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DevSecOps

Python Code Fixers for Security: What They Catch and Where They Stop

A Python code fixer can auto-remediate a real slice of security and quality issues, but only if you know which findings are safe to fix automatically. Here is how the tooling works and how to wire it up.

Jul 2, 20266 min read
DevSecOps

Security Gates in CI/CD: How to Block Risk Without Blocking Delivery

A security gate that fails every build gets disabled by Friday. Here is how to design CI/CD security gates that stop real risk, stay fast, and keep developers on your side.

Jul 2, 20266 min read
DevSecOps

GitLab CI Security Best Practices for 2026

GitLab CI hands every job a CI_JOB_TOKEN, a runner, and your variables. This guide covers the real attack surface — remote includes, token scope, privileged runners — with hardened .gitlab-ci.yml examples, OIDC, and scanning.

Jul 2, 20266 min read
DevSecOps

GitHub Actions Security Hardening: A Practical Checklist

GitHub Actions runs arbitrary code with access to your secrets and repos. A hands-on hardening guide — SHA pinning, least-privilege GITHUB_TOKEN, OIDC, and runner protection — with copy-paste YAML.

Jul 2, 20265 min read
DevSecOps

Building a Vulnerability Management Program That Developers Don't Hate

Most vulnerability management programs fail not because they miss bugs, but because they drown teams in unprioritized findings. Here is a phased, developer-friendly way to build one that actually reduces risk.

Jul 2, 20266 min read
DevSecOps

CI/CD Pipeline Security Best Practices for 2026

Your build pipeline is production-adjacent infrastructure with credentials to everything. Here are the CI/CD security practices — mapped to the OWASP Top 10 CI/CD risks — that actually close the gaps attackers use.

Jul 1, 20265 min read
DevSecOps

SAST vs DAST vs SCA: The Three Pillars of AppSec Explained

SAST reads your code, DAST attacks your running app, and SCA inspects your dependencies. Here is how the three application security testing methods differ, where each wins, and how to combine them.

Jul 1, 20267 min read
DevSecOps

GitHub Actions Supply Chain Security: A 2026 Hardening Guide

GitHub Actions runs with your secrets and write access to your repo. This guide maps the real attack surface — from the tj-actions compromise to script injection — and gives you copy-paste hardening, OIDC, and scanning.

Jul 1, 20266 min read
DevSecOps

DevSecOps Best Practices: A 2026 Implementation Guide

A practical, opinionated guide to the DevSecOps practices that actually reduce risk in 2026 — from shifting left correctly to policy gates, reachability, and measurable ownership.

Jul 1, 20266 min read

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