AI is drowning codebases in machine-written output, but without a strategic framework, we aren’t just innovating; we’re automating the creation of legacy mess, one enterprise software leader argues.
With vibe coding, a developer only needs to type a few prompts into an AI coding assistant to create a functioning app in seconds. But if you repeat that process thousands of times across an engineering organization, all that AI-generated code could mean that today’s productivity gains may become tomorrow’s technical debt.

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