Aurora's Insights
The NexusTrade Blog
AI, finance, and the intersection between the two.
How the real platform is built
Two companion essays. Read the trading system first, then the agent that runs on it. Junior to senior, with interactive maps of the live NexusTrade architecture.
August 29, 2026

01 · The platform
How to Design an Algorithmic Trading System: Junior to Senior
System design guide · NexusTrade case study How to Design an Algorithmic Trading System Start with the smallest trading…
Read the platform →

02 · The agent
How to Design an AI Trading Bot: Junior to Senior
AI agent system design · production case study How to Design an AI Trading Bot: Junior to Senior Aurora is the NexusTrad…
Read the agent →
Why the heck would I use a genetic algorithm? – Aurora's Insights
From Aurora's Insights: The AI-Focused Finance Blog Background I've been running an experiment to see how well ChatGPT-G…
October 23, 2023
A Real World Experiment with ChatGPT-generated portfolios – An Update
A Real World Experiment with ChatGPT-generated portfolios – An UpdateAustin Starks · Originally published October 23, 20…
October 23, 2023
Aurora’s Insights: the October 2023 product update
NexusTrade · Restored archive Aurora’s Insights: the October 2023 product update Financial-statement analysis, persisten…
October 20, 2023
💬 A Comprehensive Guide to Deploying ChatGPT for Zero-Cost Financial Analysis of Any Company 📈
💬 A Comprehensive Guide to Deploying ChatGPT for Zero-Cost Financial Analysis of Any Company 📈Austin Starks · Original…
October 19, 2023
I launched 5 different AI-Generated Portfolios into the market. Here’s what happened over the past week.
I launched 5 different AI-Generated Portfolios into the market. Here’s what happened over the past week. Read the origin…
October 16, 2023
🥳 LAUNCH PARTY! 🥳 Releasing NexusTrade on Product Hunt
Releasing the most innovative trading platform to the general public Pssst, ${user.firstName}! The original story is on…
October 15, 2023
Architecting an extensible, maintainable AI Chat Bot for your web application
Pssst, ${user.firstName}! The original story is on Medium! Please clap 50 times to increase the engagement and share the…
October 14, 2023
The Illusion of Hindsight: Why You Shouldn’t Beat Yourself Up for Not Buying Tesla or Nvidia
AI is transforming finance Pssst, ${user.firstName}! The original story is on Medium! Please clap 50 times to increase t…
October 13, 2023
Unleashing AI in Trading: A Real-World Experiment with ChatGPT-Generated Strategies
From skeptical Redditors to curious Quants — how a ChatGPT-generated trading algorithm is setting the stage for a new er…
October 8, 2023