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Practical notes on AI systems, product engineering, conversion, SEO, and the work behind them.

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September 7, 2026

How Much Does It Cost to Fix a Vibe-Coded App?

What it actually costs to take an AI-built prototype to production, what drives the number up or down, and how paying someone compares with doing it yourself.