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Application Security

Reachability Analysis for Rust and Cargo in 2026

How reachability analysis cuts noise for Rust services: cargo features, conditional compilation, RustSec advisories, and the tools that handle Rust well.

Feb 11, 20266 min read
Tools

GitHub Advanced Security vs Snyk vs Safeguard 2026

A side-by-side evaluation of GHAS, Snyk, and Safeguard across SCA depth, reachability, SBOM, policy gating, and the operational realities of running each at scale.

Feb 4, 20265 min read
Research

Reachability Noise Reduction: Findings

The Safeguard Research team ran reachability analysis across a large corpus of real codebases. This is what we learned about which CVEs actually matter.

Jan 29, 20267 min read
Application Security

Reachability Analysis for Go Modules in 2026

Go's static linking, vendoring, and govulncheck make reachability analysis tractable. Here is what works, what does not, and the false-positive numbers.

Jan 22, 20265 min read
Application Security

Next-Generation Software Composition Analysis: Beyond Dependency Lists

Traditional SCA tools tell you what's in your software. Next-gen SCA tells you what matters. Here's how the category is evolving.

Jan 22, 20266 min read
Tools

Snyk vs Veracode 2026 Buyer Guide

A hands-on comparison of Snyk and Veracode in 2026: developer experience, scan accuracy, SCA depth, SAST tradeoffs, and where each tool actually earns its license cost.

Jan 22, 20266 min read
Tools

Trivy v0.69 Release Deep Dive

Aqua's Trivy hit v0.69 in late 2025 with VEX-by-default scanning, ArtifactID/ReportID provenance fields, and faster misconfig scanning. We test the upgrade on a 1.2GB image.

Nov 4, 20255 min read
Application Security

Reachability Analysis in 2025: Separating Exploitable Vulnerabilities from Noise

Reachability analysis determines whether a vulnerable function is actually called by your application. The technology has matured from research concept to production tool. Here is how it works and where it falls short.

Jul 28, 20258 min read
DevSecOps

DevSecOps Tools Comparison 2025: Choosing the Right Stack

The DevSecOps tooling landscape has exploded. From SAST to SCA to SBOM management, this guide compares the major categories and helps you build a coherent security toolchain.

Apr 20, 20256 min read
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