Just deployed a Polymarket bot that I've been working on. The core logic handles automated prediction market trading based on real-time data signals. Planning to run a live test across the next week to validate performance metrics and see what kind of returns it can generate under actual market conditions. All weekly results and detailed performance breakdowns will be shared in the community updates, including trade logs, win rates, and profit/loss analysis. This should give us solid data on whether algorithmic approaches to prediction markets are viable at scale.