Evidence-driven PresentMon diagnostics and policy modeling paired with bounded owned-lab D3D11 runtime actuation.
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Updated
Oct 16, 2026 - Python
Evidence-driven PresentMon diagnostics and policy modeling paired with bounded owned-lab D3D11 runtime actuation.
Windows runtime for read-only process monitoring, cooperative D3D11/D3D12/Vulkan execution and bounded shared-memory research. C++20 + .NET, explicit safety gates and reproducible evidence.
Money Penny's Readback trust layer for checking what AI agents can actually prove.
read-back: your coding agent says what it heard before it builds, like a pilot's readback. An agent skill for Claude Code, Codex, Gemini CLI, Copilot, Cursor and more.
To associate your repository with the readback topic, visit your repo's landing page and select "manage topics."