AI Security
Griffin AI vs Claude Computer Use: Security
Claude's Computer Use lets an agent drive a GUI. For security, this is powerful and dangerous in equal measure. The architecture around it matters.
Mar 14, 20262 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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Chiseled / Distroless Image Rollout Program
What it takes to standardise on chiseled and distroless container images across an engineering organisation: which workloads benefit, which do not, and how to handle the operational quirks of imageless containers.
Mar 14, 20267 min read
AI Security
Bulk Remediation Of Aged Vulnerability Backlog
Most security teams are sitting on hundreds of stale findings. Here is how to clear an aged vulnerability backlog with bulk remediation that actually merges.
Mar 14, 20267 min read
AI Security
Real-World Vs Synthetic Eval Gap In Security
Synthetic eval benchmarks are controllable. Real-world data is messy. The gap between performance on each is usually large, and vendors prefer one over the other for a reason.
Mar 14, 20262 min read
AI Security
AI Coding Assistant Data Leakage Paths
AI coding assistants promise productivity but expand the data leakage surface in specific, mappable ways. The paths, the mitigations, and what enterprise policy actually looks like.
Mar 14, 20266 min read
SBOM & Compliance
AI-BOM And EU AI Act Article 10 Data Governance
Article 10 turns training data governance into a legal obligation. AI-BOM is how you prove it. A practical mapping of what the regulation expects to what the artefact captures.
Mar 14, 20267 min read
Threat Intelligence
Fog Ransomware: Why Schools and Universities Are Under Siege
Fog ransomware has carved a niche by targeting educational institutions — organizations with tight budgets, thin security teams, and massive attack surfaces. Here is how they operate.
Mar 14, 20266 min read
Compliance
CI/CD Audit Pipeline Checklist 2026
An auditor's checklist for CI/CD pipelines in 2026 covering build provenance, secret management, runner isolation, and the evidence to collect for SOC 2 and FedRAMP.
Mar 14, 20265 min read
Best Practices
Forking Strategy for Enterprise OSS
Forking was once a last resort. In 2024 it became a standard response to license changes, governance failures, and stalled projects. A good forking strategy is now an enterprise competency.
Mar 14, 20266 min read
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