Coding a Polymarket Bot - Episode 3

In Episode 3 of the Polymarket Bot series, we reviewed the real performance data after the bot had been running live in production.

This session focused on deep analysis of the actual results collected so far. We examined trading performance, win rate, risk management, and overall profitability, then made the first set of meaningful improvements and tweaks based on real-world data.

What was covered in this episode:

• Detailed review of 24+ hours of live trading data
• Performance analysis and bottleneck identification
• First algorithm refinements and strategic upgrades
• Honest assessment of what’s working and what needs improvement

This marks the beginning of the data-driven iteration phase — moving from deployment to continuous optimization.