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From Prompt to Product: A Comparison of Full-Stack App Generators
Artificial Intelligence   Latest   Machine Learning

From Prompt to Product: A Comparison of Full-Stack App Generators

Last Updated on August 29, 2025 by Editorial Team

Author(s): Fredrik Appelros

Originally published on Towards AI.

From Prompt to Product: A Comparison of Full-Stack App Generators

If you’ve been following my blog, you know I’m currently juggling the chaos of parental leave with my entrepreneurial ambitions. Between diaper changes and toddler tantrums, I’ve been exploring ways to maximize my productivity during those precious windows of time when both kids are miraculously asleep at once. πŸ™πŸ»

From Prompt to Product: A Comparison of Full-Stack App Generators

Image from the article’s introduction.

The article discusses the author’s experimentation with four different AI app generatorsβ€”Lovable, Bolt, v0, and Firebase Studioβ€”to rapidly prototype a cooking community app. Each tool is analyzed for its usability, design capabilities, and integration features, revealing strengths and weaknesses, particularly in functionality and user interface. The author reflects on the limitations of current AI technology, emphasizing that while these generators can quickly create working prototypes, they still require developers’ oversight and expertise to produce fully functional applications. Ultimately, the author portrays a balanced view of the potential of AI in app development while acknowledging the importance of human intervention in the coding process.

Read the full blog for free on Medium.

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