AI Quality Engineering Is Rising Faster Than the Labor Market Can Name It
AI quality engineering is growing into its own discipline, faster than the job market has a name for it. Most companies have not staffed it, and agents are already doing real work inside the business.
The Best Model Isn't the Threat. Cheap and Highly Capable Is.
A model good enough to matter is now cheap enough for anyone to run. I wrote about what that does to cyber risk.
Hyper-Personalized Software Is Now Accessible to Everyone
The math on what it takes to build software has changed. Coding agents have made hyper-personalized apps possible for anyone with an idea.
Code Security ≠ Enterprise Security
Anthropic announced Claude Code Security and cybersecurity stocks dropped. I wrote about why the market reaction conflated two very different things and what security leaders should focus on instead.
The Moltbook Moment: What Happens When AI Agents Outrun Security
This post examines the Moltbook moment: what it is, why it matters, and the security lessons it offers for anyone thinking about deploying AI agents.
The AI SOC is Here. Now What? 5 Rules for 2026
I share my five predictions for how AI in the SOC will evolve in 2026, focusing on the shift from shiny new tool to accountable teammate that requires real governance.