Two Bugs That Blocked CuTeDSL Kernel Launch (And How We Hit 30x Sparse Attention Speedup)

We hit two undocumented CuTeDSL integration bugs — a missing MLIR context and a TVM-FFI type error — then reached 30x sparse attention speedup by extracting raw CUfunction handles and parallelizing the reduce kernel across head groups.