--- title: "The shift from prompting to agentic workflows" url: https://daily.dev/posts/the-shift-from-prompting-to-agentic-workflows-w9wu7ty2p source_url: https://heatherbcooper.substack.com/p/the-shift-from-prompting-to-agentic type: article source: "Visually AI" published: 2026-06-16T16:09:41.811Z updated: 2026-06-25T02:14:03.225Z tags: ["ai-agents", "ai-video-generation", "genai"] reading_time: 8 upvotes: 1 comments: 0 language: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # The shift from prompting to agentic workflows **[Visually AI](https://daily.dev/sources/heatherbcooper)** · 8 min read · 1 upvotes · 0 comments ## Summary 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. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Introducing Gemini Omni](https://daily.dev/posts/introducing-gemini-omni-fosehbhac) · DeepMind · 0 upvotes · 0 comments - [Google I/O 2026: Gemini Spark, New Models, and the Future of Workspace](https://daily.dev/posts/google-i-o-2026-gemini-spark-new-models-and-the-future-of-workspace-xnhucs1zp) · Codemotion · 3 upvotes · 0 comments --- Tags: [#ai-agents](https://daily.dev/tags/ai-agents), [#ai-video-generation](https://daily.dev/tags/ai-video-generation), [#genai](https://daily.dev/tags/genai) [View this post on daily.dev](https://daily.dev/posts/the-shift-from-prompting-to-agentic-workflows-w9wu7ty2p)