Hawkeye framework enables hardware-aware optimizations for coding agents
simonguozirui · x · 2026-08-21
Despite frequent new AI accelerator releases, software support remains a bottleneck. Hawkeye designs a minimal set of operations providing coding agents with concise, valuable info to bootstrap hardware-aware optimizations. It beats expert baselines across workloads, showing how models can generate performant kernels for unfamiliar accelerators.
Related event: Hawkeye Lets AI Agents Write High-Performance GPU Kernels from ~10 Examples(4 posts)→
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