Tools
In-depth guides and analysis on tools from the Safeguard engineering team.
50 articles
Snyk vs Black Duck Comparison
Snyk and Black Duck take different paths to open source risk—developer-first scanning vs. compliance-grade component identification. Here's how they compare, and where reachability closes the gap.
Snyk vs Wiz Comparison
Snyk secures code, Wiz secures cloud infrastructure — a concrete look at pricing, coverage, dev workflow fit, and Google's $32B Wiz acquisition.
Snyk vs GitHub Advanced Security Comparison
Snyk vs GitHub Advanced Security: how CodeQL, Dependabot, and Snyk's SCA/SAST/container/IaC coverage stack up on cost, depth, and workflow fit.
Snyk vs Aikido Comparison
Snyk vs Aikido compared on pricing, vulnerability database size, alert noise, CI/CD setup, and enterprise fit — with concrete numbers.
Open Source Static Code Analysis Tools
Open source static code analysis tools like Semgrep, CodeQL, and Bandit catch real bugs -- but miss supply-chain flaws like Log4Shell entirely.
JFrog Xray Alternatives: A 2026 Buyer's Guide
Where JFrog Xray fits, where it falls short, and which alternatives actually deserve a seat at the evaluation table in 2026 for SCA, container scanning, and policy enforcement.
Kyverno ImageValidatingPolicy 2026: A Production Walkthrough
Kyverno 1.18 ships ImageValidatingPolicy as the new policy type for cosign signature, attestation, and SBOM verification. We migrated a 60-cluster fleet and graded the new model.
Best SBOM Generators Ranked by Accuracy 2026
Syft, Trivy, cdxgen, and Microsoft sbom-tool measured against known dependency ground truth across four ecosystems. The accuracy spread is wider than you think.
Best Kubernetes Admission Controllers for Supply Chain Security
Kyverno, OPA Gatekeeper, Sigstore policy-controller, Ratify, or plain CEL? A field guide to admission controllers that actually block unsigned and vulnerable images.
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.
Renovate 2026: Security-Only Mode and OSV Alerts Tested
Renovate's 2026 security presets, OSV-based vulnerability alerts, and 14-day minimum release age combine into a defensible auto-update posture. We tested it on a 240-repo org.
Swift Static Analysis Tools for Security 2026
A 2026 survey of static analysis tools for Swift focused on security findings: what works, what does not, and where the iOS and server-side gaps remain.
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