The shift from prompting to agentic workflows

Multiple AI creative platforms are shifting from manual prompting to agentic workflows where users describe an outcome and an AI agent plans the steps, selects models, and assembles the final asset. Runway Agent orchestrates multi-scene video production end-to-end. Gemini Omni (launched at Google I/O) enables consistent character placement across scenes and footage reimagining. MiniMax Hub is a desktop app combining image gen, video gen, scripting, and voiceover in a single agentic interface. Lovart routes across 20+ models automatically via a ChatCanvas. Additionally, Krea 2 is a new foundation image model with no baked-in aesthetic, using moodboards and style transfer to let references do the creative heavy lifting.