"He didn't know the textbook names for what he wanted to build. But when he described it — tournament-style strategy evolution, multi-stage risk isolation, autonomous parameter discovery — it turned out he was describing techniques that hedge funds spend millions developing."
Black Panda started as one trader's obsession with a simple question: what if you could test every possible strategy at once and let the winners teach you what works?
Hundreds of hours of iteration. Thousands of simulated trades. Dozens of bugs hunted down and killed. Audit after audit to eliminate every shortcut and every exploit. The result is a system that doesn't just backtest — it evolves.
This isn't a product. It's a project — built with obsessive attention to detail, constant refinement, and a healthy distrust of easy answers. Every line of code was questioned. Every assumption was tested. Every edge was verified independently.