Aurora's Insights
The NexusTrade Blog
AI, finance, and the intersection between the two.
The Best Agent Harness for Algorithmic Trading
The Best Agent Harness for Algorithmic TradingWhy my trading bot generator BEATS Claude Code and CursorAustin Starks8 mi…
April 1, 2026
How you can use $2,000/month data to build an options trading bot for free
How to deploy a trading strategy with AI. No code required. I’m unfortunately at the stage of my business where I can’…
March 30, 2026
I launched 10 AI models to build trading strategies. Cheap models won two of three runs.
I launched 10 AI models to build trading strategies. Cheap models won two of three runs.Claude Opus 4.6 Costs 10x More.…
February 25, 2026
I analyzed 140,000 backtests, then built an AI algotrading agent. It’s CRUSHING the market.
I analyzed 140,000 backtests, then built an AI algotrading agent. It’s CRUSHING the market.How I 2x’d the S&P 500 with a…
February 4, 2026
Too many idiots are using OpenClaw to trade. Here’s how to trade with AI the right way
Too many idiots are using OpenClaw to trade. Here’s how to trade with AI the right wayHow to ACTUALLY trade using AI age…
February 3, 2026
Building a lightning-fast highly-configurable Rust-based backtesting system
How I built a no-code backtesting system with millisecond execution speed The first backtesting system I ever built was…
January 19, 2026
What Oil Stocks to Buy After Trump Captured Maduro?
My mom texted me today asking what oil stocks to buy. Press enter or click to view image in full size “War equals money.…
January 4, 2026
I asked Claude Opus 4.5 to autonomously develop a trading strategy. It is DESTROYING the market
I asked Claude Opus 4.5 to autonomously develop a trading strategy. It is DESTROYING the marketFrom Vibe-Coding to Vibe-…
November 25, 2025
I Analyzed 100,000 Backtests to Find the ‘Best’ Trading Indicator. The Answer Was Not What I Expected.
Update: October 10, 2026. This article records the 2025 analysis. The recommendations below are preserved 2025 interpret…
November 3, 2025