Blog
Everything I have learned building with AI agents - what works, what does not, and what I killed.
Your AI Model Vendor Just Became a Security Supplier
Anthropic found thousands of zero-days with Claude Mythos and decided not to release the model publicly. I'm skeptical about the marketing. I'm also upgrading the moment I can.
The Night I Hit the Ceiling and Moved to the Terminal
I built a landing page in 4 minutes with a visual builder. Then I tried to build something real and the tool ran out of road.
I Vibe Coded for Two Months. Here's What Actually Ships.
The vibe coding backlash is peaking. 1.7x more bugs, 1.5 million leaked API keys. But the real problem was never the code - it was the pipeline around it.
Week 1: Building Distribution Before Making a Dollar
I built a 694-page SEO site and Google didn't index a single page. That failure changed how I think about distribution entirely.
Most of What I Built Was Trash
16 products built, more than that killed. I wasn't optimising for any single product. I was optimising for the system.
I Hit the Rate Limit So Many Times I Built a System to Route Around It
A $280 Claude bill in 45 minutes. That was the moment I stopped managing rate limits and started building infrastructure to route around them.