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◇ Could this help me?
Yes: This is a practical checklist of five common vibe-coding anti-patterns that apply to any project, general Claude Code update to run this audit at the start of a new project or after a long build session.
✦ Walkthrough+10 xp / step
0 / 5 steps · adopt for +40
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Audit this app for these 5 common vibe-coding issues: (1) buttons missing text labels/tooltips, (2) no optimistic UI rendering, (3) unpaginated backend queries, (4) N+1 database queries, (5) synchronous operations that should be async. Report which issues exist and fix them.