Cheap developers turn into expensive mistakes when nobody senior reads their code. A 20-minute pull request check plus ways to add review without a CTO salary.
Vibe-coded code is unmaintainable by design - patches don't stick, bugs return, the rebuild verdict lands. The generate-validate-kill workflow that prevents it.
Vibe-coded code looks fine until you try to change it. Five signals that tell you whether your codebase will survive its first year of paying customers.
Quantify Django technical debt costs ($180K-350K/year) and fix them systematically. Cost calculator framework, case studies, and ROI analysis included.
Non-technical founders: Evaluate development team code quality without being technical. 4 visible indicators, interview questions, and quality investment framework.
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