AI Security
Ensemble LLMs For High-Precision Security Findings
One model's confident answer is a guess. Multiple models agreeing is evidence. Ensemble approaches raise precision for security-critical findings.
Mar 13, 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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Articles
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Griffin AI vs GPT-5: Compliance Posture
Compliance posture is about what you can prove, not what you can do. GPT-5 has impressive capabilities; Griffin AI is engineered to be defensible.
Mar 13, 20264 min read
Guides
How to Rotate Leaked CI Secrets Without Downtime
A leaked CI credential does not have to mean an outage. The dual-credential pattern: issue new alongside old, cut over, verify with usage logs, then revoke — plus what to do after.
Mar 13, 20266 min read
DevSecOps
Maven Release Plugin Hardening
The Maven Release Plugin is the oldest piece of release automation most Java shops still run. A look at the hardening steps it usually needs.
Mar 13, 20266 min read
Best Practices
How to Prevent Dependency Confusion in npm (2026)
Dependency confusion attacks are still landing in 2026 because scoped packages, registry config, and provenance checks are misconfigured by default. Here is the fix.
Mar 13, 20267 min read
Cloud Security
What is IAM (Identity and Access Management)
IAM defines who and what can access your systems, and getting it wrong is a root cause behind breaches at Capital One, Toyota, Uber, and CircleCI.
Mar 13, 20268 min read
DevSecOps
Buck2 (Meta) Build Security Considerations
A security engineer's look at Buck2, Meta's open-source build system, including Starlark sandbox properties, remote execution, and actual supply chain guarantees.
Mar 13, 20267 min read
Regulatory Compliance
ISO 27001 vs NIST CSF: differences and how to choose
ISO 27001 is a certifiable ISMS standard; NIST CSF is a voluntary risk framework. Compare both and see where Safeguard fits vs. Secureframe.
Mar 13, 20268 min read
Product
Safeguard Local Runner: Agentic Security on Your Laptop
The Local Runner is a command-line agent that runs Safeguard workflows against your working tree. Think claude-code-for-security, but for supply chain.
Mar 13, 20267 min read
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