Separate hardware execution, adapter selection, and behavior parity
Treat a GPU or serving-stack migration as three gates. First prove hardware execution with the installed framework on the target device. Then prove serving registration and selection for the base model and each adapter. Finally rerun frozen prompts, schemas, parser, tokenizer, de…