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Claude Code Multi-Agent Setup for Beginners: Models, Roles, and Your First Project
A single AI coding assistant can plan a feature, write code, run tests, and review the res…
The Limits and Future of Vibe Coding
Vibe coding can shorten the distance between an idea and a working application. A person c…
How to Test and Deploy Your First Vibe-Coded App
Reaching the point where an application appears to work on your computer is an important m…
How to Use APIs and Environment Variables Safely
External APIs can make a small application feel much more useful. For the Personal Reading…
Using Git Checkpoints During AI-Assisted Development
AI coding assistants can change a project much faster than most people can review it. A si…
What to Do When Your AI Coding Session Goes Off Track
An AI coding session can begin with a small task and gradually become difficult to control…
A Beginner’s Guide to Debugging AI-Generated Code
AI coding assistants can generate code quickly, but they can also generate bugs quickly. A…
How to Review AI-Generated Code Without Being an Expert
An AI coding assistant can produce a working-looking feature in seconds. Reviewing that fe…
Why You Should Build Your App One Small Feature at a Time
AI coding tools make it tempting to ask for the entire application in one prompt. You alre…
How to Prompt an AI Coding Assistant More Effectively
A coding assistant cannot see the application you imagine unless you describe the parts th…
Write a Simple Project Brief Before You Start Coding
A vague idea can sound clear until an AI coding assistant starts turning it into files. Yo…
How to Choose Your First Vibe Coding Project
The first project you choose can shape your entire experience with vibe coding. A project …