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 →
Introducing Aurora's Insights: Bridging AI 🤖 and Finance 📊
Introducing Aurora's Insights: Bridging AI 🤖 and Finance 📊 Welcome to Aurora’s Insights. This October 2023 post announ…
October 7, 2023
ChatGPT generated my algorithmic trading strategy. It beat the market.
AI is transforming finance Pssst, ${user.firstName}! The original story is on Medium! Please clap 50 times to increase t…
October 5, 2023
Be Careful What You Wish For: The Perils of Over-Optimization
Is what you think you want what you actually want? Pssst, ${user.firstName}! The original story is on Medium! Clap and s…
October 3, 2023
From Beaks to Bytes: Genetic Algorithms in Trading, Investing, and Finance
A Biologist’s Guide to Financial Evolution Through Artificial Intelligence Pssst, ${user.firstName}! The original story…
September 23, 2023
A Case Study: Buy and Hold vs Dollar-Cost Averaging — Which is Better for the Medium-Term Horizon?
A Case Study: Buy and Hold vs Dollar-Cost Averaging — Which is Better for the Medium-Term Horizon?Austin Starks · Origin…
September 22, 2023
This trading strategy has an INSANE 2200% return on investment in 10 years 😱
Pssst, ${user.firstName}! The original story is on Medium! Share it with your friends. In a world dominated by complex t…
September 19, 2023
I created an open-source automated trading platform. Here’s how much it’s improved in a year.
Pssst, ${user.firstName}! The original story is on Medium! Share it with your friends. One year ago, I wrote about my op…
September 17, 2023
📌 Who's the Whiz Behind NexusTrade?
Hi, I'm Austin👋. What's your name? Hello there, I am Austin Starks, the one-man army behind NexusTrade. I play multiple…
May 14, 2023
How to create, test, optimize, and deploy an algorithmic trading strategy?
Step-by-step instructions on how to develop a trading strategy 🔥 The struggle of creating an algorithmic trading strate…
May 13, 2023