Blog
Practical notes on agent workflows, trading-system instrumentation, and the web applications that make ideas usable.
September 28, 2026 · 8 min read
I spent a month testing Jev, a fast and cheap decision model, as the engine for an agent that watches websites. Here's where it lost, and the approach that ended up working better.
August 17, 2026 · 7 min read
The trading ideas that cost me the most were the ones that looked like they worked. Here are the checks I now run on every idea, and two that nearly got through.
August 17, 2026 · 4 min read
I moved my portfolio demos from Heroku to Vercel to cut hosting from more than eighty dollars a month to about fifteen, and made sure every demo link still worked afterward.
August 17, 2026 · 4 min read
My trading dashboard shows simulated and real-money accounts side by side. Most of the work was making each page clear about which is which and what its numbers measure.