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Vibe coding is useful for prototypes and UI scaffolding, but still demands 30-40% of developer time for vibe fixing (rigorous peer review, tests, scans)—human accountability remains non‑negotiable before production

September 16, 2025 //  by Finnovate

A recent report by content delivery platform company Fastly found that at least 95% of the nearly 800 developers it surveyed said they spend extra time fixing AI-generated code, with the load of such verification falling most heavily on the shoulders of senior developers. These experienced coders have discovered issues with AI-generated code ranging from hallucinating package names to deleting important information and security risks. Left unchecked, AI code can leave a product far more buggy than what humans would produce. Working with AI-generated code has become such a problem that it’s given rise to a new corporate coding job known as “vibe code cleanup specialist.” Web developing veteran Carla Rover called vibe coding a beautiful, endless cocktail napkin on which one can perpetually sketch ideas.

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Category: AI & Machine Economy, Innovation Topics

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