▣ App Dev/2026-08-15Intermediate
How Far to Narrow an Agent's Choices in a 30-Category Wallpaper Classification Pipeline
Asking an agent to pick one of 30 categories per image means re-running every image the moment a definition changes. Here is the reasoning and the implementation behind switching to closed-vocabulary tags plus a deterministic rule mapping.