I Stopped Writing Rules for My AI Agents. I Wrote Gates Instead.
After four incidents, I stopped trusting written rules alone and started wiring Claude Code hooks into scripts that block the risky action outright.
Tools & Systems
How I Spent 3 Days of Frontier-Model Access Auditing My AI Stack
I had 3 days of full access to a new frontier model before my subscription capacity reset. Here’s why I used it to audit my own AI automation system instead of building something new, and what it found.
The Reusable AI Skills I Built to Run My Blogs
I stopped betting on one AI tool. Here are the reusable skills and the handoff file that let ChatGPT, Claude, and Codex all run my blogs, plus where it breaks.
ChatGPT vs Claude vs Codex: How I Actually Use All Three to Run My Blog
I don’t pick a winner between ChatGPT, Claude, and Codex. Here’s how I split them by job across my blog, what each one is best at, and which to start with.