ROCm and Vulkan on Ubuntu VM on FreeBSD with Bhyve GPU Passthrough

With FreeBSD 15 and bhyve hypervisor you can can run and serve GPU powered local AI and compute services such as llama.cpp using ROCm and Vulkan with AMD GPUs ...

Local AI Assisted Development with OpenCode, Qwen 3.6 and llama.cpp

With release of Qwen 3.6 35B A3B, AI assisted development is now useful on local setup with limited VRAM.

AMD Advance Media Framework (AMF) SDK provides hardware accelerated encoding and decoding with open source drivers on Ubuntu Linux with FFmpeg

AI Augmented Investigative Journalism

Initial explorations in using current AI tools and methods to supplement existing investigative journalism techniques

Local AI with AMD Radeon 9070 XT on Ubuntu Linux 25.04 with ROCm 6.4.1

Everything seems to be working so far

AMD Radeon 9070 XT on Ubuntu Linux 25.04 with ROCm 6.4.1 and Mesa 25

Getting Radeon 9070 XT in usable state while waiting for waiting for upcoming stable releases

Getting Started with DaVinci Resolve Linux on AMD and Ubuntu Linux

Quick guide into getting DaVinci Resolve working on Linux and AMD open source drivers