On August 4, 2026, MIIB, in collaboration with the OpenBMB open-source community, released and open-sourced ForgeStencil, the world's first AI optimization system supporting automatic research and deployment of Stencil. The system adopts a dual-agent collaborative architecture, enabling a fully automated closed loop from operator optimization to application deployment without human intervention. ForgeStencil has automatically optimized over 100 real-world industrial and scientific computing software programs within a week, significantly enhancing performance with a 2.35x speedup under single precision and an additional 1.95x speedup under mixed precision. The system is now open-sourced on GitHub.