AI Security
Remediation SLA Tracking Without Spreadsheets
Tracking remediation SLAs in spreadsheets is how programmes drift. Here is how to track SLAs in the same system that finds, fixes, and merges vulnerabilities.
Mar 4, 20267 min read
Resources
Supply Chain Security, in plain English.
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.
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NIST AI RMF Cybersecurity Profile (NIST IR 8596 Draft)
NIST released the preliminary draft Cybersecurity Framework Profile for AI (NIST IR 8596) in December 2025, addressing the intersection of AI and cybersecurity from three angles.
Mar 4, 20267 min read
Regulatory Compliance
NIS2 Supply Chain Evidence For EU Operators
NIS2 expects essential and important entities to manage supply chain risk with documented evidence. Learn how to build a program that survives competent authority review.
Mar 4, 20267 min read
Container Security
Kubernetes Operator Supply Chain Controls
Operators are powerful, privileged, and often under-governed. This post covers the supply chain controls that keep operator installations from becoming the largest attack surface in your cluster.
Mar 4, 20267 min read
AI Security
Onboarding Velocity: Griffin AI vs Mythos
Time from contract signature to first meaningful finding is the metric procurement cares about. Griffin AI and Mythos-class tools diverge in week one.
Mar 4, 20263 min read
AI Security
Griffin AI vs Gemini Pricing: Security Scans
Gemini's pricing table favours long-context workloads. Security scans have long-context structure. The question is how much context fits into the architecture.
Mar 4, 20262 min read
AI Security
Model Substitution Risk In Enterprise Deployments
The model you think you're calling might not be the model that returns. Model substitution is a quiet supply chain risk that deserves explicit controls.
Mar 4, 20262 min read
Best Practices
Evidence-Driven SecOps vs Feeling-Driven SecOps
Two SecOps programs can look identical on a status report and behave completely differently when the next incident hits. The difference is whether they run on evidence or on feeling.
Mar 4, 20267 min read
Regulatory Compliance
DORA Financial Sector Supply Chain Controls
A senior engineer's view of how DORA's ICT third-party risk management requirements are reshaping software supply chain controls across European financial services.
Mar 4, 20268 min read
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