Create a step-by-step guide for building a Chrome extension from scratch. Include: 1) Setting up the manifest.json file, 2) Creating a basic popup interface, 3) Adding functionality to interact with web pages, 4) Testing and debugging your extension. Focus on practical code examples and common pitfalls to avoid. Make it beginner-friendly but comprehensive enough for intermediate developers.