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.
When a dependency becomes a security liability, migration is the only real fix. Here is a structured approach to dependency migration that minimizes risk and disruption.
CycloneDX is not a text format to be summarized — it's a typed graph with dozens of semantically-rich fields. Griffin AI consumes it as a graph. Mythos-class tools consume it as tokens. That difference decides every downstream finding.
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.
Artifact Analysis on Artifact Registry produces a steady stream of findings. The discipline is in what you do with them. We map the workflows that actually reduce risk.
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.
CycloneDX 1.7 was published in October 2025 and adopted by the General Assembly in December. We unpack what the ML-BOM capability means in practice for AI inventory.
Commission Implementing Regulation (EU) 2025/2392 was signed on 28 November 2025, setting the technical descriptions for important and critical CRA product categories.
Anthropic's Model Context Protocol introduces a new trust boundary between agents and tools. Here is how the security model actually works in practice.
PostgreSQL extensions, MySQL plugins, and database add-ons run with database-level privileges. A compromised extension has direct access to your data. Most organizations never audit them.
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