Vibe Coding Cleanup as a Service
AI-generated code is driving demand for a new service category where specialists charge $200-400/hour to fix production-unready code plagued by security vulnerabilities, architectural inconsistencies, and technical debt. GitClear's analysis shows AI assistance correlates with 41% more code churn, while Georgetown research found 48% of AI-generated code contains security vulnerabilities, creating both immediate cleanup opportunities and long-term "competency debt" as teams become dependent on code they don't understand. With Gartner predicting 75% of enterprise engineers will use AI assistants by 2028, dedicated marketplaces like VibeCodeFixers.com have emerged to match cleanup specialists with startups that burned through credits on half-working prototypes requiring refactoring before production deployment.
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