Show HN: I let Claude refactor my old game (github.com)

Nole Ksum has revived his retro game where players must battle AI-controlled bots, now enhanced with advanced neural network capabilities. Originally launched in 2019, the game received a significant overhaul in 2026, integrating Claude Code to enable bots to learn and evolve. Each bot operates under its own neural network, allowing a genetic algorithm to assess their performance based on various metrics, such as shooting accuracy and movement. Notably, the game features a shared evolution mechanic, where bots developed by past players continue to evolve server-side, fostering a collaborative gaming environment. This update is significant for the AI/ML community as it demonstrates the practical application of neuroevolution in a gaming context, allowing players to witness firsthand the impact of machine learning on gameplay dynamics. Players can now enjoy fairer play with improved mechanics, including health regeneration, more intuitive controls, and reduced bot spawn disadvantages. The backend utilizes PHP with SQLite to manage the evolving bot population effectively. The incorporation of community feedback has led to a richer gaming experience and highlights the potential for AI to enhance user engagement and creativity in game design.