Here's how I use Linux to automate Windows tasks.
Stop doing manually what your PC has been able to automate since forever.
Public baseline for Kaggle Stable Diffusion - Image to Prompts. This project predicts the 384-d prompt embedding from an input image instead of generating prompt text ...
turning maintenance work into bounded taskcards; recording machine-readable receipts for decisions, tool use, and validation; keeping agent-assisted changes reviewable, reversible, and easy to audit.