ATLAS — Autonomous Trading & Learning Analysis System

First devlog: ATLAS Mission: Building a Smarter Investment and Research System

Been working on ATLAS, my autonomous investment research platform! 🚀 Right now it can research stocks and ETFs, analyze stocks, news, and risk, make explainable paper trading recommendations, and keep track of how those recommendations perform over time.

The long term goal is to turn it into something that feels like having a personal research analyst running 24/7 in your pocket. I want it to automatically discover interesting companies, understand market news, build a knowledge base, learn from its past decisions, improve its research over time, and eventually become a powerful tool for finding and evaluating investment ideas.

The biggest challenge so far has honestly been understanding how everything fits together. Finance has so many parts, and every new feature seems to require learning three more things first 😅. I’ve spent a lot of time reading, watching youtube videos, and testing ideas before writing code, but it’s been really rewarding to see the project slowly come together.

Im excited to see where this goes!