Technology Explorer & AI Builder
First principles. Local-first AI. Deep system understanding.
Local LLM • Fine-tuning • Reasoning • Model Architecture • Long Context
Mac Studio • Inference • Fine-tuning • Dataset Engineering
Apple Silicon • Architecture • Performance Limits • Memory Systems
macOS • Swift • Xcode • Developer Betas
Python • Swift • JavaScript • Automation Tools
Bambu Lab A1 mini • Raspberry Pi • Hardware + AI Projects
"Understand first principles. Build locally. Improve continuously."