Introduction: Building Real Skills
The Path Forward
From vibecoding to agentic engineering — the hybrid approach that actually works
You've seen what vibecoding can do and where it falls apart. The answer isn't to reject AI tools — that would be foolish. The answer is to use them intelligently.
In this final section, you'll learn which skills AI can't replace, how to adopt the hybrid developer model, and what Karpathy himself now advocates as the evolution beyond vibecoding.
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