
Reproducible GPU environments: why ML setups rot, and how to stop it
You pin torch, not the two hundred packages underneath it. A dependency three levels down ships a breaking release and your setup breaks weeks later, with no code change. What reproducibility actually takes, and how Clodei does it.



