"This is pure vibe coding, as good as it gets, because although you can edit the GitHub Spark output in its code view, you're much more likely to change or refine its prompts to get the application you want. Instead of starting with a design, you start with an idea and use the tools in Spark to turn it into code-quickly and without needing to interact with the generated JavaScript."
"It's taken some time for GitHub Spark, GitHub's new AI-powered coding platform, to go beyond its initial small, closed beta. However, it's now available to anyone with a GitHub CoPilot+ subscription, with the possibility of a wider future rollout. Unlike the standard GitHub Copilot, which acts as a smarter IntelliSense and as a virtual pair programmer that makes suggestions based on what you type, Spark is more like the tools built into Visual Studio Code's Copilot Agent,"
GitHub Spark is an AI-powered platform that generates application code from prompts, available to GitHub Copilot+ subscribers with potential wider rollout. Spark emphasizes prompt-driven iteration rather than manual coding, allowing users to refine features by updating prompts and previewing generated apps. The workflow supports building on generated code, adjusting design and functionality through successive prompts, and viewing both a live preview and the underlying code. Spark differs from standard Copilot by producing broader application scaffolding instead of inline suggestions. Preview limitations included inability to save directly to a repository in the tested instance.
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