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 →
A Case Study: Buy and Hold vs Dollar-Cost Averaging — Which is Better for the Medium-Term Horizon?
Pssst, ${user.firstName}! The original story is on Medium! Share it with your friends. Introduction In the dynamic lands…
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
${user.firstName}! We Need YOUR Help to Revolutionize Finance! 🌟
🎉 Celebrating 100+ Registered Users and Shaping the Future of NexusTrade Together! 🌟 Our platform has now reached over…
May 8, 2023
🌟 Introducing the AI Strategy Builder: Unleash the Power of AI in Trading 📈
🚀 After three months on the Roadmap, we're thrilled to announce the launch of our AI Strategy Builder! 🧠 With some ing…
May 3, 2023
Next-Generation Trading Just Got Better
${user.firstName}! Check out what's new! We've been hard at work making NexusTrade faster and more configurable. Some of…
April 21, 2023