KV cache progress and a usable GIMP frontend

Only five commits, but each one counted. The main app pushed its KV cache implementation forward and laid out planning notes for the next performance pass. The GIMP helper reached a small milestone — an integrated, usable frontend — turning it from a backend experiment into something you can actually interact with.