Product
In-depth guides and analysis on product from the Safeguard engineering team.
69 articles
Cloud Scanning vs Hybrid Scanning: Deployment Models for ...
SaaS vs self-hosted SCA deployment compared on data residency, air-gap support, and audit scope, with a look at how Safeguard's flexible deployment model differs from cloud-only platforms.
CI/CD pipeline dependency security integration coverage
How does Safeguard's pipeline-native dependency security compare to Socket.dev's PR-comment model? A concrete look at coverage, enforcement, and deployment options.
Safeguard Griffin AI: Autonomous Vulnerability Remediation That Actually Works
Griffin AI moves beyond scan-and-alert to autonomously generate, test, and propose vulnerability fixes. How Safeguard's remediation engine reduces mean time to fix without introducing new risk.
Reachability analysis for vulnerability prioritization
Most CVEs your scanner flags are never executed. See how reachability analysis filters noise, how Socket.dev approaches it, and how Safeguard finds real risk.
npm/package health and quality scoring methodology
How npm package health scores are calculated, why Socket.dev's model misses live supply chain attacks, and what Safeguard checks instead.
Real-time threat feed for open source malware detection
Malicious npm and PyPI packages spread in hours, not days. Here's why real-time threat feeds beat periodic scans, and how Safeguard detects supply chain malware before install.
Blocking malicious installs with a dependency firewall
How a dependency firewall stops malicious npm installs before they run, where Socket.dev-style scanners fall short, and how Safeguard closes the gap.
Minimum release age / cooldown policies for new package v...
A cooldown on new npm package versions can block malicious releases before they reach your build. Here's how minimum release age policies work.
Pull-request-level dependency scanning on GitHub
Socket.dev popularized flagging risky dependencies inside GitHub pull requests. Here's how that scanning works, where it falls short, and what closes the gaps.
How Safeguard Auto-Fix Actually Works Under the Hood
A technical breakdown of Safeguard's automated vulnerability remediation engine, from dependency resolution to pull request generation and compatibility verification.
Safeguard IDE Extension v5: Security Feedback Where Developers Actually Work
The Safeguard IDE Extension v5 brings SBOM generation, vulnerability alerts, and policy checks directly into VS Code and JetBrains IDEs. A deep dive into what changed and why it matters.
CNAPP vs. CSPM: how the categories relate
CSPM is a module inside CNAPP, not a rival to it — and neither covers what happens before deployment. Here's how Wiz's cloud posture graph and Safeguard's supply chain layer fit together.
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