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What you learned
You've seen vibe coding in practice through real project patterns. The weekend MVP showed the power and cost of AI speed. The failed rewrite showed what happens without planning and testing.
Narrow tools and data pipelines are ideal for AI. Team adoption requires shared conventions. Portfolio and interview projects should showcase your judgment, not just AI output.
