User Insights
Why New Builders Hit a Wall — and How the Best Ones Push Through
What Codepet learned watching beginners learn to code with AI: the patterns that predict who ships and who quits, and what you can do about it.
User Insights
What real builders taught us — patterns, surprises, and the gaps we found watching people learn to ship.
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User Insights
Ask AI to Review Your Code, Not Write It
The most common way beginners use AI is also the one that stalls their growth. Here's the question shift that actually builds skill, and the prompts that make it work.
User Insights
What 500 Beginners Taught Us About Learning to Code with AI
Patterns from watching hundreds of first-time builders learn with an AI companion: where AI helps, where it quietly hurts, and what actually makes skill stick.