AI Security
Proof-Of-Concept Payloads From Discovered Paths
A taint path is not an exploit. Here is how a zero-day pipeline turns a reachable flow into a defensible proof-of-concept payload without inventing a vulnerability.
Mar 16, 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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Multi-Cloud Supply Chain Control Plane
A multi-cloud estate needs a single control plane for supply chain policy. This is what one looks like across AWS, Azure, and GCP in production in 2026.
Mar 16, 20268 min read
Best Practices
Automating License Policy: Blocking AGPL At PR
License risk that surfaces at release time is already too late. PR-time license policy turns an open-ended legal review into an automated, predictable check.
Mar 16, 20268 min read
Regulatory Compliance
Intel Community Software Supply Chain Controls
Intelligence community software supply chain controls have tightened sharply. Here is how to build a program that satisfies ICD 503 and the CIO directives.
Mar 16, 20268 min read
AI Security
Griffin AI vs Windsurf Cascade for Security Review
Windsurf's Cascade agent is among the more capable in-editor agents. For security review specifically, it's a complement to Griffin AI, not a replacement.
Mar 16, 20262 min read
AI Security
Prompt Injection Defences: Griffin AI vs Mythos
Prompt injection is the defining AI security problem of this generation. The defences are structural, not cosmetic — and the architectural choices show.
Mar 16, 20264 min read
AI Security
Benchmark Reproducibility: Griffin AI vs Mythos
A benchmark you can't reproduce is marketing. A benchmark you can rerun on your own infrastructure is evidence. The reproducibility gap is wide.
Mar 16, 20266 min read
Industry Analysis
Container Image Supply Chain Incidents 2026
Container image supply chain incidents have grown in frequency and impact. We analyze the 2026 patterns, the registry tradecraft, and what defenders should change.
Mar 16, 20267 min read
Regulatory Compliance
NIST CSF 2.0 Rollout: Field Observations
NIST CSF 2.0 added the Govern function, broadened the target audience, and clarified supply chain expectations. Field observations from the first year of adoption.
Mar 16, 20266 min read
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