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Supply Chain Security, in plain English.

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AI Security

Auto-Fix Compile Rates: Griffin AI vs Mythos

Griffin AI's auto-fixes compile clean 73 percent of the time and pass with minor edits 87 percent. Mythos-class pure-LLM patches rarely show those numbers for a reason.

Jan 17, 20266 min read
Vulnerability Analysis

WinRAR CVE-2025-0411 Mark-of-the-Web Bypass

CVE-2025-0411 lets WinRAR archives bypass Windows Mark-of-the-Web when extracted. Here is the flaw, the observed campaigns, and the patching path.

Jan 17, 20267 min read
AI Security

Fine-Tuning Security LLMs vs Grounding: Which Wins

Fine-tuning teaches a model to be a security expert. Grounding lets a general model act like one by reading the right sources. The right answer is usually both, but the proportions matter.

Jan 16, 20267 min read
AI Security

EU CRA Readiness: Griffin AI vs Mythos

The EU Cyber Resilience Act wants mandatory vulnerability handling, SBOM delivery, and documented due diligence. Griffin AI produces those artifacts continuously. Mythos-class tools produce conversations about them.

Jan 16, 20267 min read
AI Security

Griffin AI vs OpenAI Codex for Security

Codex-style coding agents are powerful for writing features. Security remediation needs a different shape of system—one that grounds frontier reasoning in SBOM, policy, and reachability context.

Jan 16, 20266 min read
DevSecOps

Secrets Management in CI Pipelines: 2026 Guide

Rotating tokens, OIDC federation, and scoped runners are table stakes in 2026. Here is how senior engineers design CI secrets that do not leak on bad days.

Jan 16, 20267 min read
AI Security

Anthropic MCP Security Model: A Deep Dive

Anthropic's Model Context Protocol introduces a new trust boundary between agents and tools. Here is how the security model actually works in practice.

Jan 15, 20265 min read
AI Security

Context Window As A Security Limit

The context window is usually marketed as a capability parameter. In a security setting, it behaves like a budget, a forgetting function, and an attack surface all at once.

Jan 15, 20267 min read
AI Security

Griffin AI vs Gemini Ultra for Security Reasoning

Gemini Ultra sets a high bar on complex reasoning benchmarks. But security reasoning is not benchmark reasoning. Here's how Griffin AI's engine-first approach changes the outcome.

Jan 15, 20267 min read
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