... measured in hours, not sprints. The result is an agent builder that tolerates imperfect data and still ships on schedule. The way I see it, the next wave of AI UX won t be a single paradigm but a braided model fully-autonomous agents handling the rote, participative copilots keeping humans in the loop for judgment calls, and voice/other modalities dissolving the UI altogether. Today, though, most teams are still racing to build end-to-end autonomy, while participative ...