It’s so well written that I juste couldn’t stop reading 😊

Two graphic cards is better than an NPU?

You mean, baby Gates 😂

I feel... suspicious and baffled. I'd rather be explicit about getting back a tuple, and better yet return a typed record with the various properties.
By the way, would it be considered good practice to use discards, such as:
var (_, _, filters) = app;

YAML porte bien son nom... "Encore un autre langage de markup" 😁 et cela résume mon opinion. Je ne suis pas un grand fan (j'en comprends l'utilité) mais je préfère décrire mes configurations avec du code typé.