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Beyond Vibe Coding
book

Beyond Vibe Coding

by Addy Osmani
August 2025
Intermediate to advanced
254 pages
7h 51m
English
O'Reilly Media, Inc.
Content preview from Beyond Vibe Coding

Chapter 7. Building Web Applications with AI

This chapter shifts the focus from prompting quick prototypes to developing complete web applications using AI assistance. Web apps typically involve a frontend (often written in frameworks like React, Angular, or Vue), a backend (APIs, databases, servers), and glue to connect everything. Vibe coding can accelerate each of these layers.

I’ll walk you through an end-to-end workflow for building a web application with an AI pair programmer, including:

  • Setting up the project and its scaffolding

  • Coding the frontend UI

  • Implementing backend logic

  • Integrating with a database

  • Testing and validating the whole stack

Along the way, I’ll highlight AI development patterns for frontends (for example, having AI generate React or Vue components from descriptions) and backends (writing routes, business logic, and database queries through natural-language prompts). I’ll also cover how to optimize collaboration between humans and AI in a full stack project, ensuring that each side contributes its strongest work. By the end of this chapter, you should have a clear roadmap for using AI not just for isolated coding tasks but for managing entire web development workflow efficiently and effectively.

Setting Up the Project: Scaffolding with AI

Every web application starts with some scaffolding—the initial setup of build tools, file structure, dependencies, etc. AI can automate the creation of a lot of the boilerplate. Modern web frameworks often ...

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Publisher Resources

ISBN: 9798341634749Errata Page