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FAQ

False Positives in Security Scanning FAQ

Why security scanners produce so many false positives, what actually counts as one, and how reachability analysis and context reduce the noise. A practical FAQ.

Jul 6, 20266 min read
Security Guides

Go Dependency Management Security: go.mod Hygiene That Actually Reduces Risk

Minimal version selection, indirect dependencies, replace directives, and the update cadence nobody documents. A practical guide to keeping your Go dependency graph both current and trustworthy.

Jul 6, 20266 min read
Career

How to Become a DevSecOps Engineer in 2026

The DevSecOps engineer role blends development, operations, and security into one high-demand job. Here is what it involves, what it pays attention to, and a practical, mostly free path to landing one.

Jul 6, 20266 min read
Tutorials

How to Secure Your Open Source Dependencies

Most of your code is code you didn't write. This beginner guide covers the practical habits that keep your open-source dependencies safe, from lockfiles to scanning.

Jul 6, 20266 min read
Tutorials

How to Set Up a Vulnerability Policy Gate

Define a written, version-controlled policy for which vulnerabilities block a release, enforce it consistently across CLI and CI, and manage time-boxed exceptions without an allowlist that lives forever.

Jul 6, 20265 min read
Container Security

Image Signing with Cosign and Sigstore

A container image tag proves nothing about who built the image or whether it was tampered with. Cosign and Sigstore fix that with cryptographic signatures and a public transparency log — here is how to sign, verify, and enforce.

Jul 6, 20265 min read
Cloud Security

Infrastructure Drift Detection: A Practical Guide for 2026

When running infrastructure diverges from your Terraform, your security scans start auditing a fiction. Here's how to detect, understand, and reconcile configuration drift.

Jul 6, 20265 min read
Security Guides

JavaScript Dependency Vulnerability Scanning: Beyond npm audit

npm audit tells you a CVE exists somewhere in your tree — not whether it can hurt you. Here is how dependency scanning really works, why reachability changes everything, and how to build a signal-rich program.

Jul 6, 20266 min read
Vulnerability Analysis

Jenkins CLI Arbitrary File Read (CVE-2024-23897) Explained

CVE-2024-23897 turned a convenience feature in Jenkins' CLI argument parser into an arbitrary file read that can escalate to full RCE. Here's the mechanism and the fix.

Jul 6, 20265 min read
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