AI-Native Sovereign Developer OS – Ubuntu-based with offline LLM, eBPF scope enforcement, and Web3 tooling

Reproducible Ubuntu performance and AI/ML system setup covering CPU tuning, NVIDIA GPU (PRIME + CUDA), PyTorch venv workflows, memory & swap optimization, and verification scripts. Emphasizes system correctness, stability, and real-world trade-offs.

A Bluefin DX-based bootc image with GNOME + COSMIC dual desktop, focused on development and built with the Bluefin multi-stage OCI pattern.