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How the Snyk CLI generates SARIF output for GitHub code s...
A technical walkthrough of how the Snyk CLI serializes scan results into SARIF 2.1.0 and how GitHub code scanning ingests them into Security tab alerts.
Aug 16, 20257 min read
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How Snyk's GitHub Actions integration scans pull requests...
A mechanical breakdown of how Snyk's GitHub Actions integration scans pull requests: triggers, SARIF uploads, severity thresholds, and what the checks can't see.
Aug 16, 20257 min read
Product
How Snyk integrates with Jenkins to fail builds on new vu...
A mechanical look at how the Snyk Jenkins plugin scans manifests, applies severity thresholds, and turns newly disclosed vulnerabilities into failed builds.
Aug 16, 20257 min read
Product
How the Snyk CLI's --all-projects flag discovers manifest...
A technical look at how Snyk CLI's --all-projects flag walks a repository, matches manifest files, and where directory-depth limits can leave dependencies unscanned.
Aug 15, 20257 min read
Product
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.
Aug 15, 20257 min read
Product
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and --project-business-criticality flags attach business context to scans, and why that context can drift out of date.
Aug 14, 20257 min read
Product
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.
Jul 23, 20257 min read
Product
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.
Jul 14, 20257 min read
Product
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.
Jun 15, 20257 min read
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