The developer has turned the commander seat into an open bot kit that includes a local practice server (running real match rules at about 100 times real-time speed without requiring a game client), a Python library using only the Python standard library, a Gymnasium-style environment with action masking, a MaskablePPO example from Stable-Baselines3, and rule-based bots and learned-policy opponents.