INTERNAL: Local Agent on PC via PI Coding agent OS / kernel Arch Linux, 7.2.11-zen1 CPU AMD Ryzen 5 5500, 6 cores / 12 threads GPU 2 × RTX 3060 12 GB (24 GB total), driver 615.78.08 RAM 62 GB DDR4, 3 GB swap Model Flash-Next (IQ3_XXS, 75.8 GB) Context: 65,536 Prefill - long prompt: 732 t/s Tokens per second output: 53 Uses: Advanced embedded design, testing and coding

EXTERNAL: Deepseek-V4-Flash on Opencode via Deepseek.com with prepaid Tokens Usage last 30 days: $4.37 USD Uses: Application building for Flash-Next above.

1. None 2. see above 3. Opencode and PI 4. no 5. no