Security Testing Automation: What to Automate, and What Not To
Security testing automation pays off fastest on repetitive, well-defined checks — here's a clear line between what to automate and what still needs a human.
Deep dives, practical guides, and incident analyses from engineers who build Safeguard. No fluff, no vendor FUD — just what you need to ship secure software.
Security testing automation pays off fastest on repetitive, well-defined checks — here's a clear line between what to automate and what still needs a human.
Equifax went undetected for 76 days, Marriott for four years. Here's what security logging and monitoring failures are, why they happen, and how to close the gap.
A practical migration path from CycloneDX 1.5 to 1.7 covering schema changes, machine learning BOM additions, formulation, and the tooling adjustments required.
A senior engineer's guide to FDA premarket cybersecurity for medical devices in 2026: section 524B, SBOM expectations, SPDF, and what reviewers actually ask about.
Comparing the major open source vulnerability databases in 2026: NVD, OSV, GHSA, GitLab Advisory, and ecosystem-specific feeds measured on coverage and freshness.
PCI DSS ROC vs SAQ explained, and why v4.0.1's software inventory and anti-skimming rules demand supply chain evidence GRC tools like Vanta weren't built to generate.
Safeguard's new TPRM module replaces vendor questionnaires with SBOM-driven, continuous third-party risk assessment.
Equifax lost 147M records to one unpatched library. Here's what "components with known vulnerabilities" means and how reachability analysis fixes the triage problem.
How the EU AI Act's binding rules and ISO 42001's voluntary AIMS overlap, and how supply-chain evidence closes gaps generic GRC tools can't.
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