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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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AI Security

Bring-Your-Own-Model: Griffin AI vs Mythos

Model lock-in is the quiet liability of pure-LLM vendors. Safeguard's bring-your-own-model story gives enterprises the option Mythos-class competitors cannot match.

Feb 16, 20267 min read
AI Security

Griffin AI vs Vertex AI Safety for Enterprise

Vertex AI Safety is Google's approach to enterprise AI controls. For security-specific workflows, Griffin AI adds grounding the Safety layer doesn't.

Feb 16, 20262 min read
AI Security

EU AI Act Enforcement: Year One Review

The first enforcement window under the EU AI Act has closed. The actual pattern of enforcement looks different from the one vendors and advocacy groups predicted.

Feb 15, 20267 min read
AI Security

Patch Minimality: Griffin AI vs Mythos

A minimal patch is easier to review, safer to merge, and cheaper to roll back. Griffin AI enforces minimality; Mythos-class tools treat it as optional.

Feb 15, 20266 min read
AI Security

MCP Server Rate-Limiting Patterns

A practical look at rate-limiting patterns for Model Context Protocol servers, covering per-tool quotas, token budgets, burst control, and abuse-resistant designs.

Feb 15, 20267 min read
AI Security

Securing MCP Servers in the Enterprise: A Practical Guide

MCP servers connect AI agents to your infrastructure. Here's how to secure them without killing the productivity gains.

Feb 15, 20267 min read
AI Security

AI Models in Your Supply Chain: The Security Risks Nobody Talks About

AI/ML models are the new open source libraries. Here's why your supply chain security strategy needs to account for model provenance, poisoning, and compliance.

Feb 15, 20263 min read
AI Security

Framework Routing Awareness: Griffin AI vs Mythos

Every HTTP vulnerability begins at a route. Griffin AI models routing; Mythos-class tools guess it. That difference shapes every downstream finding.

Feb 14, 20267 min read
AI Security

PCI DSS 4.0 Alignment: Griffin AI vs Mythos

PCI DSS 4.0 raised the evidence bar for software security, supplier management, and continuous assurance. Griffin AI meets the new requirements with persisted records. Mythos-class pure-LLM tools leave QSAs asking for artifacts.

Feb 14, 20267 min read
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