https://rexcoleman.dev/categories/builder-journal/Securing AI from the architecture up. Research, tools, and methodology for AI security. Creator of govML.https://rexcoleman.dev/images/og-default.pnghttps://rexcoleman.dev/images/og-default.pngHugoen-usThu, 19 Mar 2026 00:00:00 +0000https://rexcoleman.dev/posts/ai-security-shipping-problem/Thu, 19 Mar 2026 00:00:00 +0000https://rexcoleman.dev/posts/ai-security-shipping-problem/The AI security industry produces frameworks and guidelines but almost no one ships working tools that practitioners can deploy today.https://rexcoleman.dev/posts/agent-security-gap-skills/Thu, 19 Mar 2026 00:00:00 +0000https://rexcoleman.dev/posts/agent-security-gap-skills/Everyone's worried about prompt injection, but the real agent attack surface is third-party skills — they execute persistently on every heartbeat cycle.https://rexcoleman.dev/posts/govml-methodology/Sat, 14 Mar 2026 00:00:00 +0000https://rexcoleman.dev/posts/govml-methodology/I built a governance framework for ML projects after watching 14 manual audit cycles nearly break my workflow. Here's how govML works and why governance-as-code is the only way to scale ML research.