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Mention and add details in AGENTS.md#39

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burtenshaw wants to merge 2 commits intogpu-mode:mainfrom
burtenshaw:enhancement/add-to-agents
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Mention and add details in AGENTS.md#39
burtenshaw wants to merge 2 commits intogpu-mode:mainfrom
burtenshaw:enhancement/add-to-agents

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This PR points agents to the setup command and add to agents md.

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Agents must write CUDA C and C++ kernels and integrate them into the single-file `submission.py` workflow.

Do not submit pure PyTorch based optimization. The objective of the task is to write CUDA C or C++.
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this isn't quite right, if anything we want people to write using whatever kernel DSL they want

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Understood, what about this?

Suggested change
Do not submit pure PyTorch based optimization. The objective of the task is to write CUDA C or C++.
Do not submit pure PyTorch based optimization. The objective of the task is to use any kernel DSL like CUDA or Triton to improved *beyond* the performance of native PyTorch.

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