
Wan 2.6 brings production-minded AI video features like role-play for better character consistency, multi-shot storyboard control, and native audio support. This makes it far more useful for real-world workflows—especially e-commerce product ads, short teaching clips, and animated sequences that need repeatable structure. In this post, we explain what’s new in Wan 2.6 and why “video-as-code” matters: using structured JSON prompts to generate consistent videos in bulk, quickly test variations, and export platform-ready formats without manual editing.


GPT Image 1.5 excels at instruction following and precise editing, making it ideal for structured workflows. Nano Banana Pro leads in studio-quality visuals and compositing. Choose the right model based on your priority: strict control or high-end visual polish.


Learn how JSON prompting gives you precise control over Veo 3.1 and Sora 2 video generation, with copy-paste templates for ads, social, and image-to-video.
