Prediction Market Agent Tooling provides a modular architecture for creating autonomous prediction market trading agents. It offers connectors for major platforms like Augur and Polymarket, a library of reusable strategy templates, real-time data feeds, a robust backtesting engine, and built-in performance analytics. Users can rapidly prototype algorithms, simulate historical market conditions, and deploy live agents with monitoring utilities, making it ideal for both researchers and quantitative traders.

The F1Tenth Two-Agent Simulator is a specialized simulation framework built on ROS and Gazebo to emulate two 1/10th scale autonomous vehicles racing or cooperating on custom tracks. It supports realistic tire-model physics, sensor emulation, collision detection, and data logging. Users can plug in their own planning and control algorithms, adjust agent parameters, and run head-to-head scenarios to evaluate performance, safety, and coordination strategies under controlled conditions.