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VibeDebt — Automated Tech Debt Scoring & Remediation for AI-Generated Codebases

The vibe coding wave of 2025-2026 created millions of functional apps. Now comes the hangover. Founders who built MVPs in a weekend with Cursor, Bolt, or Lovable are discovering they can't maintain what they built. Reddit r/vibecoding is filled with posts like "My codebase is unmaintainable after 3

Score83/100
Mar 26, 2026
TAM
€12.3B — Global code quality & security tooling market (2026, includes SAST, DAST, code review)
SAM
€1.8B — Non-enterprise developers using AI coding tools needing code quality analysis (est. 15% of TAM)
SOM
€1.8M — 1,200 paying customers at avg $125/mo in year 1-2
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VibeDebt — Automated Tech Debt Scoring & Remediation for AI-Generated Codebases

The Problem

The vibe coding wave of 2025-2026 created millions of functional apps. Now comes the hangover. Foun...

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