Maintain deep, current expertise across MCPs and generative video models (Veo, Sora, Seedance, Runway, Kling, Hailuo, Wan, Pika) and know each model's strengths, limits, and sweet spots, and when to route footage into a HeyGen or HyperFrames pipeline. Experiment relentlessly: test new models and HeyGen features on release day, benchmark outputs, and turn findings into content ideas and team playbooks.