Unverified50% confidenceOpinionExact time
Vibe coding works best in brand-new projects because there is nothing to break; once AI enters a codebase that already carries business logic, the risk rises sharply.
1
Sources
50%
Confidence
Long-term
Relevance
10/18/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedAfter Vibe Coding becomes widespread, it will cause the strong to become stronger, as engineers with solid programming foundations and deep business understanding will use AI as an amplifier.73% similarUnverifiedVibe Coding can only produce demo-level toy projects; as projects grow larger, unmaintainable "spaghetti code" emerges, non-technical personnel cannot direct AI to locate and fix bugs when they appear in production, and the project ultimately stalls.72% similarUnverifiedVibe coding refers to developers barely reviewing AI-generated code, deciding whether to accept it based only on how the running result feels, and throwing error messages back to the model verbatim until the program runs.72% similar
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