Product
In-depth guides and analysis on product from the Safeguard engineering team.
68 articles
How the Snyk CLI handles proxy and air-gapped enterprise ...
How the Snyk CLI actually handles corporate proxies, TLS-inspecting firewalls, and air-gapped network claims — based on Snyk's own documented configuration surface.
How Snyk's --project-tags and business-criticality flags ...
How Snyk CLI's --project-tags and --project-business-criticality flags attach business context to scans, and why that context can drift out of date.
Why Security Debt Accumulates Fastest in the Most 'Produc...
High-velocity engineering teams accumulate the most security debt, not the least. Here's why speed hides risk — and how to catch it without slowing down.
The Rise of 'Security for AI' as a Distinct Product Category
Security for AI has become its own product category—backed by NIST, OWASP, and MITRE frameworks and real M&A. Here's why it's really a supply chain problem.
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.
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.
Enterprise Software Supply Chain Management with Safeguard ESSCM
A practical guide to implementing Safeguard's Enterprise Software Supply Chain Management framework across large organizations with complex dependency ecosystems.
Safeguard Portal Deep Dive: Navigating the Security Dashboard
A comprehensive walkthrough of the Safeguard portal, covering every panel, metric, and workflow that security teams use daily to manage software supply chain risk.
Reachability Analysis: Cutting Through Vulnerability Noise
Not every vulnerability in your dependencies is exploitable. Safeguard's reachability analysis determines whether vulnerable code paths are actually invoked in your application.
Deep Dive: Safeguard Container Scanning
Container images are supply chain artifacts. Safeguard's container scanning analyzes every layer -- base images, OS packages, and application dependencies -- for a complete risk picture.
Safeguard Auto-Fix: Automated Vulnerability Remediation That Respects Your Codebase
Auto-Fix generates pull requests that update vulnerable dependencies with compatibility checks, test validation, and rollback safety. Remediation at the speed of disclosure.