GitHub Spark: Vibe coding for AI-enabled web apps with front and back end
GitHub introduces an AI-based development environment that creates full-stack AI-enabled web apps – visually and completely without coding, if desired.
(Image: Tatiana Shepeleva/Shutterstock.com)
With Spark –, not to be confused with Apache Spark –, GitHub is releasing a completely automated full-stack AI web app builder that users control via commands in human language. The AI application generates apps that are themselves AI-enabled.
(Image:Â Alexander Supertramp/Shutterstock.com)
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Based on Claude Sonnet 4, Spark develops the front and back ends for the web apps, creates the necessary repos and takes care of hosting, deployment and GitHub authentication. Spark automatically integrates data sources for the AI components and provides the inferences. Additional AI sources such as OpenAI or DeepSeek can also be added, including key management.
(Image:Â GitHub)
Developers work in human language, can edit control elements visually or adapt code with Copilot in the editor. Similar to Google Opal or Firebase Studio, Spark immediately displays the result in the development environment so that it can be further refined. Once everything is ready, developers can publish their app by clicking on "View site".
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Currently, Spark is only available as a preview for Pro+ customers and includes 375 prompts per month. GitHub intends to roll it out generally soon.
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