Measuring a compiled browser executor against a model-in-the-loop baseline on the same form, to test whether an agentic pipeline can pay inference for novelty instead of paying it for every action.

Early decisions from setting up a pleasant launch cockpit where a creative collaborator can run observable experiments without first becoming a project manager.