The goal is simple:
Help traders identify the highest-probability trading opportunities instead of spending hours analyzing charts.
GrabCash combines:
Technical analysis AI-assisted recommendations Live market scanning Risk-aware trade planning
Built using Python with a modular architecture, the project is designed to grow into a professional trading terminal.
This is just the beginning!
OpenAIBuild #Python #Trading #AI
Devlog #2 – Building the Architecture
One of my priorities was creating software that can grow over time.
Instead of putting everything into one file, GrabCash uses a layered architecture:
UI ↓ Live Market Controller ↓ Market Layer ↓ Indicator Engine ↓ Trend Engine ↓ Recommendation Engine ↓ Risk Engine
This makes it much easier to add new indicators, brokers, and AI models without rewriting the application.
Devlog #3 – Live Market Scanner
Today's milestone:
Live market scanning is working.
GrabCash now scans supported markets, processes technical indicators, and ranks trading opportunities based on confidence.
Instead of looking through dozens of charts manually, the system highlights the strongest candidates.
Next goal: AI-generated trade recommendations.
Devlog #4 – AI Recommendation Engine
A major milestone!
The recommendation engine now combines:
EMA alignment ADX trend strength RSI momentum ATR volatility Volume confirmation
to generate:
BUY SELL WAIT
recommendations along with confidence scores.
The focus is on explainable AI, so users understand why a recommendation is made.
Devlog #5 – Improving the User Experience
Today I focused on the desktop interface.
Rather than replacing large files, I adopted an incremental engineering approach:
Refactor one method at a time Verify after every change Keep the application working throughout development
This mirrors how production software is maintained and makes the project easier to evolve.
Devlog #6 – Looking Ahead
The roadmap for GrabCash includes:
Live WebSocket market data Multi-market scanning Paper trading Portfolio analytics Backtesting AI strategy optimization Additional broker integrations
The long-term vision is an intelligent assistant that helps traders make informed decisions with transparent reasoning.
What to Include with Each Update
Each post is stronger if you add:
A screenshot of the application. A chart or visualization showing a recommendation. A small code snippet illustrating a new feature (avoid sharing sensitive credentials or proprietary logic). A short note on what you learned or improved.
A steady stream of updates demonstrates consistent progress and helps judges understand how GrabCash evolved throughout Build Week.
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