Aurora's Insights
The NexusTrade Blog
AI, finance, and the intersection between the two.
What makes a trading strategy good?
What makes a trading strategy good? Part 1: The Answer I analyzed over 100,000 different backtests. No, that is not an e…
November 3, 2025
Professional Quants Agree. Vibe-Trading Is Coming.
Integrating artificial intelligence makes good traders better. Don't just blindly take my word for it. Take it from one…
October 28, 2025
I Launched Automated AI Stock Trading Agents 5 Days Ago. Here’s What I Learned.
I Launched Automated AI Stock Trading Agents 5 Days Ago. Here’s What I Learned.Lessons From Creating a Free No-Code AI A…
October 12, 2025
How to backtest hundreds of strategies in 15 seconds or less using AI Agents
A shortcut for finding the best trading strategies Imagine you had an idea for a trading strategy. It can be dumb simpl…
October 6, 2025
I went through hell and back migrating to TimescaleDB. I didn’t last two weeks.
I went through hell and back migrating to TimescaleDB. I didn’t last two weeks.MongoDB vs TimescaleDB Performance: Real…
October 3, 2025
I accidentally increased my backtesting speed by 99.9%. Here’s how.
100 Backtests in 300 Milliseconds. No, that’s not a typo. Austin Starks Austin Starks 11 min read · Sep 11, 2025 Read t…
September 11, 2025
An AI Agent created this trading strategy autonomously with one prompt. It’s up $3,430 in the past year
This technology will UPEND trading forever When I first told my twin brother about my algorithmic trading agent, he loo…
August 30, 2025
I am building Aurora, the world's only truly Autonomous Algorithmic Trading Agent
Building an Orchestrating AI Agent for Advanced Financial Research and Analysis When I was a software engineer at Oscar…
August 19, 2025
I tested Mswing, “the one indicator to rule them all”. It didn’t work.
I tested Mswing, “the one indicator to rule them all”. It didn’t work.A Cautionary Tale to Doubt What You Read OnlineAus…
August 16, 2025