
Before I Lose Real Money, I Ran Some Numbers
Can correlation predict portfolio risk? I ran 1,000 simulations across 1,111 stocks and found something Wall Street won't tell you.
Insights, stories, and updates from our team

Can correlation predict portfolio risk? I ran 1,000 simulations across 1,111 stocks and found something Wall Street won't tell you.

I automated the entire software development lifecycle with AI agents. Every phase. Every document. Every line of code. I was the human in the loop.

How skill-based is Briscas? I trained an RL agent to play optimally and one to lose on purpose. Skill matters in ~63% of games — the rest is luck.

Why a $5 bet felt wrong: Learn probabilistic thinking through the lens of marriage, WWII planes, and casino math to avoid common decision-making traps

I rediscovered an old project I built while learning TDD from a book, and each commit shows a tiny, isolated step of the TDD cycle.

To understand how skill-based Briscas really is, I ran 20,000 simulated games using “advanced”, random and losing bots.