Risk Management
Building a Supply Chain Risk Appetite Framework
Every organization accepts some supply chain risk. The question is whether that acceptance is deliberate and documented or accidental and invisible.
Jan 10, 20266 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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Flux CD GitOps Security Practices
Hardening Flux CD deployments with multi-tenancy, RBAC, secret encryption, and image verification for secure GitOps workflows.
Jan 10, 20265 min read
Best Practices
Shifting Left Without Slowing Down
How to integrate security earlier in the development lifecycle without turning your CI pipeline into a bottleneck that developers hate.
Jan 10, 20266 min read
AI Security
Remediation PR Quality: Griffin AI vs Mythos
Griffin AI produces draft PRs with taint paths, exploit hypotheses, and disproof attempts. Mythos-class pure-LLM tools skip those anchors, and PR quality suffers.
Jan 10, 20267 min read
AI Security
Griffin AI vs Llama 3 for Security Workflows
Llama 3 is a powerful open-weight foundation model, but security workflows demand more than raw inference. Here is how Griffin AI compares.
Jan 10, 20267 min read
AI Security
Enterprise AI Security Rollout: The Governance Gap
Most enterprises rolled out AI-for-security tools faster than their governance processes could keep up. The resulting gap is where most of the pain from 2025 deployments lives.
Jan 10, 20267 min read
Vulnerability Management
CPE Naming Convention and the Vulnerability Matching Problem
CPE is the backbone of NVD vulnerability matching, and it is deeply flawed. Understanding its limitations is essential for accurate vulnerability management.
Jan 10, 20266 min read
Application Security
The OWASP Top 10 (2021) Through a Supply Chain Security Lens
The 2021 OWASP Top 10 added supply chain risks for the first time. Here is what each category means when your code is mostly someone else's code.
Jan 10, 20268 min read
Industry Analysis
The State of SBOM Adoption in 2026: Progress, Gaps, and Reality
SBOM adoption has grown rapidly, but maturity varies wildly. Here's where the industry actually stands heading into 2026.
Jan 10, 20266 min read
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