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 →
Think you can outperform the market? Prove it.
I have a personal conspiracy theory that the majority of people that we see on social media with their “market-beating t…
March 14, 2025
I used AI to analyze every single US stock. Here’s how you can use it to make data-driven investing decisions
In a previous article, I described how I used AI to analyze every single US stock. I used AI to analyze every single US…
March 11, 2025
I used AI to analyze every single US stock. Here’s what to look out for in 2025.
I can already feel the vitriol from the anti-AI mafia, ready to jump in the comments to scream at me about “stochastic p…
March 10, 2025
I just discovered Perplexity Sonar Reasoning, an LLM with real-time web access. Why is nobody talking about this??
The Achilles heel of large language models is the fact that they don’t have real-time access to information. In order fo…
March 8, 2025
Turn Your Trading Expertise Into Passive Income
Today, I'm thrilled to announce a game-changing opportunity on NexusTrade that allows successful traders to monetize the…
March 8, 2025
Here’s how to earn completely passive income if you’re already a half-decent investor
Only 0.1% of people fit all of these criteria. If you’re reading this, you don’t fit either: You have (or know how…
March 8, 2025
Here’s the no-bullshit guide to becoming a systematic trader and investor
After four years of developing an AI-powered algorithmic trading platform, seven years of trading and investing, and tal…
March 7, 2025
Palantir Technologies (PLTR) Deep Dive Research Report
The following is an AI-Generated Due Diligence report for Palantir Technologies (PLTR). I generated this report using th…
March 3, 2025
I sought out to create a "Deep Research" alternative for financial analysis. I can't stop using it!
When I first tried OpenAI's new "Deep Research" agent, I was very impressed. Unlike my traditional experience with large…
March 3, 2025