Cheat sheets & setup notes
Notes I keep for myself and reach for often enough that they may as well be public. Each one explains why a command exists rather than just listing it, and every code block has a copy button. Fair warning: they are opinionated and written from a Windows Terminal.
Kubernetes / AKS Cheat Sheet
A working kubectl reference for Azure Kubernetes Service: the mental
model coming from Docker, the flags that actually matter, and a troubleshooting
playbook for pods that won't start.
llama.cpp on Windows 11
Install, build and run llama serve — picking the right backend, the
CUDA runtime gotcha that breaks launches, GGUF quantisation choices, and the
subcommand rename that invalidated most tutorials on the internet.
ML Training Environment on WSL2
Windows 11 → WSL2 → a verified CUDA training stack on an RTX 5090 Laptop. Written
as a rebuild guide, including the sm_120 Blackwell trap that lets a
broken install look perfectly healthy.