AI Security
Prompt Injection Defense Architectures in 2026
Prompt injection remains the LLM01 entry on the OWASP LLM Top 10 for a reason. A pragmatic look at the defense architectures that hold up in production this year.
Feb 11, 20265 min read
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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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Container Security Vulnerabilities: How to Find and Fix Them
The container security vulnerabilities that actually get exploited, where they hide across the image lifecycle, and a practical order for fixing them without rebuilding everything at once.
Feb 11, 20266 min read
AI Security
AI Code Review for Security: How Effective Is It Really?
AI-powered code review tools promise to catch vulnerabilities faster than humans. We tested the claims against reality.
Feb 10, 20266 min read
AI Security
How to Choose a Container Scanning Tool That Actually Helps
A practitioner's guide to picking a container scanning tool: what it should detect, where it fits in the pipeline, and how to avoid drowning in false positives.
Feb 10, 20266 min read
AI Security
Griffin AI vs Mythos: The Security Platform Comparison
A senior engineer's side-by-side look at Griffin AI and Mythos — why engine-grounded reasoning beats pure-LLM security intuition when the audit clock starts.
Feb 10, 20266 min read
AI Security
Griffin AI vs Claude Agent Skills for Security
Anthropic's Claude Agent Skills let you package tools and context for Claude. Here's how that primitive compares to Griffin's security-specific workflow scaffolding.
Feb 10, 20267 min read
AI Security
Benchmark Contamination Concerns In Security Evals
When the test set is in the training set, the benchmark is broken. Security eval contamination is widespread and the mitigations are specific.
Feb 10, 20262 min read
AI Security
AI Security Solutions: A Buyer's Guide for 2026
AI security solutions now span two very different categories — securing AI systems and using AI to secure everything else — and buyers who conflate them end up with the wrong tool.
Feb 10, 20265 min read
AI Security
Best AI Tool for Resume: What to Check Before You Trust One
The best AI tool for resume building is the one that improves your document without quietly harvesting the personal data on it. Here is how to judge these tools on privacy and security, not just polish.
Feb 10, 20265 min read
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