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GPU Optimization, Automated

RightNow AI just open-sourced AutoKernel — an AI agent that optimizes GPU kernels while you sleep.

RightNow AI has released AutoKernel, an open-source framework that uses an autonomous LLM agent loop to automatically optimize GPU kernels…

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What RightNow AI Built

AutoKernel wraps an LLM inside an iterative agent loop. It generates, benchmarks, and refines Triton kernels for any PyTorch model automatically.

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No CUDA Expertise Needed

RightNow designed AutoKernel to eliminate the need for specialized kernel engineers. Set it running overnight and wake up to faster code.

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Works With Any Model

Custom transformers, diffusion backbones, fine-tuned LLaMA variants — AutoKernel handles arbitrary PyTorch architectures out of the box.

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Fully Open Source

RightNow AI made a strategic choice to open-source the entire framework. Community adoption and contribution are core to the project's mission.

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Discover how RightNow AI's AutoKernel works under the hood and what it means for the future of GPU programming.

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