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Code Quality

Articles, notes, and experiments on code quality — patterns, trade-offs, and implementation details worked through on production projects.

Vibe Coding to Production: Why 73% Fail & How to Ship Safely

Should you vibe code or learn to code? Why 73% of vibe-coded apps fail to ship and how to bridge the gap with proven workflows and production checklists.

Ai Vibe-coding Frontend Production Architecture Technical-debt Code-quality Ai-workflow Cursor Claude Gpt-5 Comprehension-debt

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Ai Vibe Coding Frontend Production