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Comparisons

Veracode vs Snyk: A Practical Comparison

Veracode and Snyk both cover SAST and SCA, but they come from opposite starting points — Veracode from centralized, policy-driven enterprise scanning, Snyk from developer-first IDE and git integration.

Mar 19, 20265 min read
Incident Analysis

PyPI Trusted Publishing Token Leaks in 2025

Trusted Publishing made PyPI safer, but leaked short-lived OIDC tokens in CI logs kicked off a credential-replay campaign that PyPI, GitHub, and Sonatype all tracked in 2025.

Mar 19, 20268 min read
AI Security

Docker and Containers: A Practical Security Guide

Docker and containers share the host kernel, so their security model is different from virtual machines. Here is how to build, run, and scan containers safely.

Mar 19, 20267 min read
Best Practices

Best Container Image Scanners 2026

A fact-based review of the best container image scanners in 2026, comparing Trivy, Grype, Snyk, Prisma Cloud, and Safeguard on accuracy and noise.

Mar 19, 20268 min read
Application Security

Reachability Analysis for Ruby and RubyGems in 2026

Ruby reachability under metaprogramming, Rails autoloading, and Bundler groups. What bundler-audit and modern tools handle, and where they punt to over-approximation.

Mar 19, 20265 min read
Best Practices

Dev Containers Security Baseline for 2026

A practical security baseline for devcontainer.json files in 2026, covering base image selection, features, lifecycle scripts, and the supply chain controls that actually matter.

Mar 19, 20266 min read
Regulatory Compliance

NIST Cybersecurity Framework (CSF) explained

NIST CSF 2.0 added a Govern function and supply chain risk category in 2024. Here's what it requires, how Vanta maps it, and where build-level evidence closes the gap.

Mar 19, 20268 min read
Compliance

EU AI Act: Software Supply Chain Implications 2026

The EU AI Act's 2026 obligations reshape software supply chain requirements for AI system providers, deployers, and upstream model suppliers across every sector.

Mar 19, 20268 min read
Enterprise

Cybersecurity Platforms: When Consolidation Wins

Consolidating point tools into a platform can cut cost and alert fatigue — or lock you into one vendor's blind spots. Here is a clear-eyed rule for when cybersecurity platforms pay off and when they do not.

Mar 19, 20267 min read

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