Aurora's Insights
Article Series
Deep-dive multi-part series on AI, algorithmic trading, and quantitative finance.
Algorithmic Trading Fundamentals
Everything you need to go from manual trader to deploying your first live strategy — indicators, conditions, actions, backtesting, and deployment. Six articles. No finance degree r…
AI Agents from Scratch
How Cursor, Claude Code, and every production AI agent actually work — from the leaked source file to a live evaluation loop. Five articles. No CS degree required.…
The $25,000 Public Portfolio Challenge
I deposited $25,000 into a live brokerage account and made the whole thing public. Every trade, every AI model test, every failure — documented in real time. This is what actually …