AI Integration Research
Exploring backend services, admin tools, and production workflows that help small game teams build with more confidence.

Game development + AI integration research
Exploring the frontier of AI integration for game development, with human-made art, music, and worlds at the center.
Meet the studio
Game development + AI integration research
Researching backend services, admin tools, and production workflows that help small creative teams work with more clarity.

Game development + AI integration research
Games and music will be made here, but game assets, artwork, and music will never be generatively created with AI.
Studio focus
MeowgicWare is an indie creative project focused on game development, music, and the practical frontier of AI integration. The main research thread is how AI can help with the backend, administrative, and operational parts of making games while protecting human creative work.
Exploring backend services, admin tools, and production workflows that help small game teams build with more confidence.
Game assets, artwork, writing, and music stay human-made. They will never be generatively created with AI.
Much of the work is intended to happen live and in public, then become open source so other developers can learn from it too.

Research with a controller nearby
The goal is useful, hopeful technology: prototypes, services, and notes that other developers can study, adapt, and build on. Games and music will still be made here, but the AI work is aimed at helping the craft around them move better.
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