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 →
Using Open-Source Tools and MongoDB to Build a RAG Pipeline From Scratch. Part 1
From Aurora's Insights: The AI-Focused Finance Blog. Pssst, ${user.firstName}! The original story is on Medium! Please c…
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ChatGPT is radically unbiased. Here’s how that makes me feel.
From Aurora's Insights: The AI-Focused Finance Blog. Pssst, ${user.firstName}! The original story is on Medium! Please c…
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Concrete Example of a Large Language model (LLM) Turning a 5 Day Task Into a 20 Minute One
Most People Don’t Understand The True Value of AI. Pssst, ${user.firstName}! The original story is on Medium! Please cla…
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My ChatGPT-Generated Trading Strategies are DEMOLISHING the Market.
From Aurora's Insights: The AI-Focused Finance Blog. Pssst, ${user.firstName}! The original story is on Medium! Please c…
November 16, 2023
AI Nuclear Fusion! Integrating a Prompt Management Platform into an AI-Powered Trading Platform
AI Nuclear Fusion! Integrating a Prompt Management Platform into an AI-Powered Trading PlatformAustin Starks · Originall…
November 7, 2023
Recap: The Path to Building A Next Generation Algorithmic Trading Platform
From Aurora's Insights: The AI-Focused Finance Blog. Pssst, ${user.firstName}! This article is meant to be shared with y…
November 5, 2023
Learning AI from the Perspective of Algorithmic Trading – Aurora's Insights
How my journey to create a stock-trading algorithm made me an “AI expert” Pssst, ${user.firstName}! The original story i…
November 4, 2023
I’ve deployed a ChatGPT-generated algorithmic trading strategy. It’s beating the market.
I’ve deployed a ChatGPT-generated algorithmic trading strategy. It’s beating the market. This November 3, 2023 update fo…
November 3, 2023
Building a Micro-SaaS From the Ground Up: Ideation
From Aurora's Insights: The AI-Focused Finance Blog Psst! ${user.firstName}! This article was originally shared on Mediu…
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