trading
Polymarket Arbitrage Bot in Python: How I Hit a 69.6% Win Rate
Quantitative Trading
System track
Production trading systems under real market constraints.
Prediction-market automation, postmortems, and the operational math behind live trading systems.
Guided track Machine-readable 7 posts
Why this cluster exists
Trading systems are only interesting if they survive production. This cluster is about execution, robustness, and market reality.
System object
signal matrix
Best for
quantitative builders and trading-system operators
Start here
The best first read in this track.
Core journey
Read these in order if you want the strongest mental model.
Foundation
Deep dive
Applied / adjacent