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Alibaba's Meoo lets non-coders build native apps from a single sentence

Alibaba's AI app builder Meoo now enables ordinary users to create native Android and iOS apps from natural language descriptions, covering generation, real-device testing, and one-click packaging.

Previously, turning an idea into an installable app required going through product design, front-end development, data handling, real-device testing, and packaging for release. Even outsourcing to developers or using low-code tools often meant high costs, long cycles, and a lack of professional logic. The pain point for many non-technical users was that they could imagine an app but could not build it.

Meoo compresses the entire app-making process into a single conversation. After selecting "mobile app" in Meoo, users describe the product they want in natural language and immediately see a preview of the generated application in the workspace. Including clear information about target users, core features, and visual style improves the output quality. If the first version is not satisfactory, users can keep requesting changes until the result meets their expectations.

Because Meoo produces native mobile applications, it offers real-device debugging. Users scan a QR code to install a test build and then scan a preview code to connect to remote debugging. From that point, any changes made in the workspace appear on the phone in real time. This step is especially critical for native functions such as camera, photo album, location, biometric authentication, notifications, and sensors, because web previews cannot fully emulate native behavior and only real-device testing verifies the actual experience. Once the core functions work correctly, one-click publishing generates a release version that users can install themselves or share with others.

As an example, users built an "AI Agent Town" application on Meoo by specifying the personality settings of three characters, a pixel-art visual style, and a daily story-generation mechanism. Meoo generated a lightweight AI Agent town game with a pixel town as the main scene, characters that can move and be clicked to view their status and memories, and an automatically generated continuous story each day. The app can also connect to AI services to invoke model-generated content. From requirement description to playable product, the user never wrote a single line of code.

On the infrastructure side, Meoo runs on Alibaba Cloud's unified computing, storage, database, and networking services. Users do not need to integrate any third-party resources and can complete the entire process from idea to live application inside Meoo.