Bringing Visual Consistency to Life with FrameFlowFlux and Poe
In our last post, we introduced Flux-Kontext—a breakthrough in AI image editing that brings unprecedented scene consistency and contextual control to visual creators. Today, we go beyond exploration and into action. Meet FrameFlowFlux: a powerful new app built using Poe’s App Creator, designed specifically to streamline consistent image editing for creators, educators, and professionals.
FrameFlowFlux is the proof-of-concept that combines the precision of Flux-Kontext with the vibe coding power of Poe App Creator—allowing rapid development of purpose-built apps that feel intuitive, expressive, and technically sharp.
Why FrameFlowFlux Exists
The background is that during last Saturday’s class of Professional Certificate in AI-Driven Digital and Social Media Marketing at PolyU SPEED, I demonstrated how to use the latest Flux-Kontext to edit images while maintaining high visual consistency. Since the platform we used was Poe, some students pointed out the limitations they often encounter on Poe, especially when using advanced tools through its chat interface. I explained that many of these limitations arise from the conversational structure of the platform, which isn’t ideal for structured workflows.
This class followed a blog post I published earlier that introduced the official Flux-Kontext Playground, covering how to use its Generate, Edit, Fill, and Expand capabilities to explore AI-driven image workflows. You can read that foundational post here:
👉 A New Era in AI Image Editing: Introducing Flux-Kontext
However, Poe has its strengths as well. That’s exactly why I created FrameFlowFlux using Poe App Creator—to make it easier to work with Flux-Kontext on Poe, and to highlight the usability and mainstream potential of vibe coding. This app was built in direct response to those student concerns and serves as a practical demonstration that Poe can be extended beyond chat, offering powerful visual editing tools through custom-built interfaces.
Flux-Kontext introduces a powerful new way to achieve consistent image generation. However, for users operating within the Poe platform, invoking and managing Flux-Kontext directly—especially when aiming for frame-to-frame consistency—can feel manual, unintuitive, and limited to prompt-based control.
FrameFlowFlux was created to solve this:
- Simplify the process of consistent image editing within Poe
- Reveal the true potential of Flux-Kontext through a focused tool
- Demonstrate how vibe coding in Poe App Creator can transform deep model access into smooth, creative workflows
How It Works
FrameFlowFlux uses a two-step image generation model powered by Flux-Kontext’s latest consistency engine. The app guides users through:
- Initial Frame Creation – Use text prompts or image uploads to define the original scene. Examples: a man dressed like Indiana jones running in the desert with a big pyramid
- End Frame Transformation – Use either AI-suggested or user-defined changes to create a consistent "after" version of the image. Examples: the man jump high into the mid air and len zoom out,
Behind the scenes, Flux-Kontext ensures that all visual elements—characters, backgrounds, styles, and lighting—maintain continuity, unless the user explicitly asks for them to change.
What Makes FrameFlowFlux Different
Built With Poe App Creator
FrameFlowFlux is a demonstration of what’s now possible with app creation by vibe—a Poe concept that brings expressive logic and AI integration together. There’s no traditional backend. Instead, everything flows naturally through prompts, feedback, and structured UI blocks.
This empowers creators to:
- Build focused, outcome-driven tools fast
- Connect directly with large models like Flux-Kontext
- Prototype AI workflows with minimal overhead
FrameFlowFlux was developed in days, not months—and yet it offers professional-grade results and refined UX.
Feature Highlights
⚡ Fast and Flexible Dual-Frame System
- Create two related frames with consistent styling and characters
- Seamlessly guide AI with text or visual references
- Instantly iterate using smart prompts
🎯 Precision Editing with “Keep Everything Else the Same”
- Modify only the parts of an image you want to change
- Preserve lighting, pose, character identity, and background across frames
- Example: "change his outfit to a classic business suit , english cap, other things remain unchanged"
- Example: "change the background to a new york building , he run in a new york street, other things remain unchanged"
🖼️ Style and Ratio Options
- Choose from cinematic, anime, photorealistic, minimalist, and more
- Output in 16:9, 1:1, 9:16, and other key formats
💡 Smart Suggestions
- Let AI suggest story progression based on your first image
- Perfect for before/after sequences, storyboarding, or social media transformation posts
Practical Use Cases
Creators & Short Film makers
- Plan scenes visually without expensive storyboarding
- Keep character design and lighting consistent
- Example: Use the Initial Frame and End Frame above to create a short film with Kling AI
Marketers & Social Media Teams
- Create transformation posts and campaign narratives
- Generate visual content at scale, with zero design skills
Educators
- Explain processes with before/after diagrams
- Use consistent images to visualize learning sequences
A Showcase for Vibe Coding in Poe
FrameFlowFlux is also a signal of what’s now achievable with Poe App Creator. Vibe coding lets you build logic around natural flow—no boilerplate, no heavy syntax. FrameFlowFlux runs entirely on prompts, UI logic, and API bindings with Flux-Kontext, packaged in a minimal interface.
This opens the door for:
- Teachers to build custom education tools
- Designers to build niche creative utilities
- Marketers to design brand-consistent content engines
All without needing to code traditionally.
Ready to Use
FrameFlowFlux is available now via the Poe App Directory. Just search for it, or try it directly here:
👉 https://poe.com/FrameFlowFlux
No installation. No learning curve. Just creativity—delivered with AI consistency.
This is not just image editing. This is visual logic, powered by AI and vibe.
— Dr. Ken FONG
繁體中文摘要
事源在上星期六的課堂中，我示範如何使用最新的 Flux-Kontext 來修改圖像，並保持圖像的高度一致性。由於我們當時是使用 Poe 平台，有同學提出 Poe 的功能常常受限的問題。我解釋這些限制多數源於它以對話為主的操作模式，並不適合用於結構化的視覺工作流程。
這次課堂延續了我早前撰寫的一篇文章，介紹了官方 Flux-Kontext Playground 的使用方式，包括 Generate、Edit、Fill 和 Expand 功能的應用，幫助使用者進行完整的圖像處理流程。可參閱該文：
👉 AI 圖像編輯新時代：Flux-Kontext 推出
但 Poe 其實也有其優勢。因此，我特別利用 Poe App Creator 建構了 FrameFlowFlux，提升 Flux-Kontext 在 Poe 上的使用便利性，也突顯了 vibe coding 的易用性與普及潛力。這款應用就是回應學生提問後所誕生的示範工具，證明即使在對話平台中也能打造出具高度視覺邏輯的應用介面。
FrameFlowFlux 是一款以 Poe App Creator 建構的 AI 工具，透過極簡操作流程，讓使用者可以輕鬆地輸入文字或圖像，產生「一致性極高」的前後圖像對比畫面。這不僅展示了 Flux-Kontext 的強大能力，更是一個展示 Poe App Creator 快速構建應用的示範。
主要特色包括：
- 雙畫面編輯流程：支援從前景圖到變化圖像的一致性生成
- AI 語境建議：幫助使用者發想變化點，如表情、動作、環境等
- 支援多種畫面比例及風格：適用於社群平台、教育或影片前製用途
- 極簡使用者介面：無需編程，只要輸入描述與點擊即可產出
FrameFlowFlux 不只是編輯工具，更是 AI 視覺敘事流程的簡化革命。
任何創作者、行銷人員、教育工作者，都可以透過這款應用快速製作高品質且敘事一致的視覺內容。
現在即可於 Poe 平台搜尋「FrameFlowFlux」，開始體驗！
Keywords
Flux-Kontext, FrameFlowFlux, Poe App Creator, AI image editing, consistent frame generation, vibe coding, smart transformation, cinematic AI, dual-frame AI, AI storyboard, Poe app showcase, image consistency AI, natural language image editing, AI content planning, AI workflow simplification, creative AI tools, visual logic AI, AI for educators, visual storytelling, generative AI tools
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