Best Practices
SecOps Staffing For The Modern Program
Staffing a modern SecOps program is not about hiring more analysts. It is about defining roles that match how supply chain security work actually flows in 2026.
Feb 27, 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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RSS feedContainer Security
Helm Chart Supply Chain Defence Blueprint
Helm charts are the most common Kubernetes deployment artifact and the least scrutinised. This blueprint covers chart provenance, signing, value validation, and the runtime correspondence checks that close the loop.
Feb 27, 20267 min read
AI Security
Griffin AI vs Open Weights: On-Prem Tradeoffs
Open-weight models let you run everything locally. The tradeoff is quality, cost, and operational overhead. Griffin AI provides a different answer to the same on-prem need.
Feb 27, 20263 min read
AI Security
Injection Path Detection: Griffin AI vs Mythos
Injection vulnerabilities are not really about the sink. They are about the path from untrusted input to the sink. The path is where Griffin AI and Mythos-class tools diverge.
Feb 27, 20265 min read
AI Security
False Positive Cost: Griffin AI vs Mythos
A false positive is not free. It costs engineer attention, trust in the tool, and eventually the security programme's credibility. We price the difference.
Feb 27, 20267 min read
AI Security
From CVE To PR: The Full Remediation Pipeline
A complete walkthrough of the modern remediation pipeline, from advisory ingestion through merged and deployed fix, with every stage that actually matters.
Feb 27, 20268 min read
AI Security
Enterprise AI Data Residency Requirements, 2026
Data residency for AI workloads has moved from nice-to-have to contractually required. The shape of the requirement is specific and worth knowing before procurement.
Feb 27, 20262 min read
Regulatory Compliance
CMMC Level 2 Supply Chain Control Evidence
CMMC Level 2 assessments demand structured evidence for the SR family and adjacent controls. Learn how to produce assessor-ready supply chain artifacts.
Feb 27, 20267 min read
Regulatory Compliance
Australia Essential Eight 2026: Supply Chain
A senior engineer's view of how Australia's Essential Eight evolved through 2025 and 2026 to incorporate software supply chain expectations alongside the original mitigations.
Feb 27, 20268 min read
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