readback

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Owned-lab D3D11 runtime research with bounded copy, readback, and upload elision, evidence gates, and rollback.

windows open-source performance ram runtime d3d11 systems-programming vram gpu-performance memory-optimization readback gpu-upload

Evidence-driven open source gateway for finding and reducing wasted work across CPU, GPU, RAM, VRAM, graphics resources, and frame presentation.

Money Penny's Readback trust layer for checking what AI agents can actually prove.

verification trust ai-agents readback openai-build-week

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