# GO3D / DRAGONFIRE — FREE LAB
My workflow, your tools. Simple by default.

1. Inventory local CPU cores, RAM, GPU VRAM, storage and network.
2. Start with free tools: https://ollama.com, https://www.open3d.org/docs/latest/, https://www.freecad.org/, https://www.blender.org/.
3. Save and version source files locally. Record tool versions and processing logs.
4. Keep scan, registration, mesh, CAD/BIM and QA outputs traceable.
5. Batch work only when the output can be independently inspected. Measure real throughput; don't invent GPU gains.
6. A standard PS5 is not automatically a Windows GPU. Test safely and non-destructively before claiming compute acceleration.
7. Protect client files and any protected/restricted data. Publish only reviewed public derivatives.
8. Ask the community to test reproducible results, then improve.

THE POWER OF ONE. — Eddie Oliveras
https://go3dstudio.com/ · eddie@go3d.studio