I design structured AI thinking systems for worldbuilding, game mechanics and consequence driven design. The work isn’t about one off prompts or surface level outputs. It’s about understanding how decisions echo over time. My focus is on long term behaviour, emergent outcomes and the invisible forces that shape players: choice, rules and incentives. Constraints aren’t just mechanics to me. They’re living structures that define how a world actually functions. These systems are built to help creators and designers think more clearly, test ideas faster and see second to third order effects before they appear. AI is used as a thinking partner. A way to explore complexity, not replace judgment.