An individual built a live predictive engine for the 2026 FIFA World Cup that runs 10,000 Monte Carlo simulations daily, updating predictions and tracking match outcomes in real time. The system manages state autonomously using GitHub Actions workflows, flat CSV files, and a Streamlit dashboard, handling challenges like elimination of teams and timezone offsets without manual intervention or expensive cloud compute.
Use Case
Opening the operator briefing
Pulling the full operator breakdown, tooling context, and verification notes.
