Alibaba Cloud QoderWork launches the Design Desk, a natively AI-powered design-to-code tool. Users simply speak their requirements, and the system generates runnable design outputs on an infinite canvas, with one-click export to a React + Vite project for immediate development. To control AI-generated randomness, the platform reimagines the production workflow with three core mechanisms: • Proactive Clarification (Questions): Prioritizes intent confirmation when input is insufficient, avoiding guesswork and trial-and-error. • Pre-emptive Planning (Design Plan): Outputs a structured layout and style outline before generation, requiring user approval before proceeding. • Fine-Tuning (Nudge): Exposes key variables—such as colors, spacing, and corner radius—immediately after generation, enabling adjustments without re-describing requirements. Design outputs are no longer static, unchangeable deliverables handed off between teams—they become collaborative, maintainable code assets. This approach eliminates the repetitive, time-consuming cycles of traditional development: slicing mockups, adding annotations, and manually reconstructing designs in code. #AI #AIAgent