Sam Bokai developed an intelligent MIRV usage system for FakeHuman AI players in the OpenFrontIO repository, focusing on enhancing late-game strategy and balance. He implemented a decision-making framework that analyzes game state to determine optimal MIRV deployment, integrating features such as cooldown mechanics, configurable failure rates, and three distinct targeting modes. Using TypeScript, Sam strengthened type safety and updated data models to support new targeting logic. He also improved UI localization and maintained comprehensive documentation and tests. This work deepened AI integration and strategic game mechanics, resulting in more competitive AI behavior and a more engaging gameplay experience without introducing breaking changes.