Forge Agent

Forge Agent

Swarm Agents That Turn Slow PyTorch Into Fast GPU Kernels

Product HuntHardwareLaunched Jan 23, 2026113#9 of the day

About Forge Agent

Forge turns PyTorch models into optimized CUDA and Triton kernels automatically. 32 AI agents run in parallel, each trying different optimization strategies like tensor cores, memory coalescing, and kernel fusion. A judge validates every kernel for correctness before benchmarking. We got 5x faster inference than torch.compile on Llama 3.1 8B and 4x on Qwen 2.5 7B. Works on any PyTorch model. Free trial on one kernel. Full credit refund if we don't beat torch.compile.

The person behind Forge Agent

  • Osama Jaber
    Maker
    Co-founder of RightNow AI
    Email not found yet
Forge Agent's team page →

More Hardware launches

Made Forge Agent? Ask us to remove this listing or your details.