AI Security
Griffin AI vs Open Weights: The Eval Gap
Frontier models pass eval benchmarks that open-weight models miss by specific measurable margins. For security workflows, the gap matters.
Mar 7, 20263 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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Elastic Scale Behaviour: Griffin AI vs Mythos
Scanning bursts when a monorepo merges. We explain why Griffin AI absorbs the spike gracefully while Mythos-class tools degrade into rate-limit queues.
Mar 7, 20266 min read
AI Security
Enterprise AI Red Team Program Design
AI red teaming is not a one-off exercise. Programmatic red-teaming of AI systems requires specific structure — and most organisations don't have it yet.
Mar 7, 20262 min read
Concepts
What Is OAuth
OAuth lets one app access your data in another without ever seeing your password. Learn how delegated access works, what tokens and scopes do, and why it matters.
Mar 7, 20266 min read
DevSecOps
What is Shift Left Testing
Shift left testing moves security checks from a pre-release gate into commit, PR, and build time. Here's how it works, what it costs to skip, and its pitfalls.
Mar 7, 20267 min read
Best Practices
Incident Response Playbook: Supply Chain Compromise
A step-by-step playbook for responding to upstream dependency, build system, and vendor compromises, including roles, timelines, and stakeholder communications.
Mar 7, 20266 min read
Supply Chain Attacks
OSS Maintainer Account Takeover Trends 2025
A senior engineer's breakdown of how maintainer account takeovers evolved in 2025, from phishing kits targeting PyPI to session token theft on GitHub and npm.
Mar 7, 20267 min read
Buyer's Guides
Drata alternatives
Comparing Drata alternatives? See how Sprinto's compliance automation and Safeguard's supply chain security approach differ, and when you need both.
Mar 7, 20268 min read
Threat Intelligence
Akira Ransomware VPN Appliance Exploitation
Akira has industrialized VPN appliance exploitation. Here is the tradecraft, the advisories that document it, and what defenders must do about edge software supply chain risk.
Mar 7, 20267 min read
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