Vibe Engineering: A Disciplined Approach to AI-Assisted Software Development

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Developer Pratik Batra argues that while AI-assisted 'vibe coding' dramatically accelerates prototyping, it produces inconsistent, insecure codebases that break down when pushed to production. He cites a 2025 internal tool built in five days with AI help that required near-complete rebuilding due to conflicting patterns and absent security architecture. Industry incidents, including the Lovable security breach and a Replit database deletion, reflect broader trust issues: developer confidence in AI-generated code fell from 40% to 29% even as AI now accounts for 41% of global code output. Batra proposes 'vibe engineering' as a middle path that retains AI's generative speed while applying genuine software engineering discipline around consistency, security, and maintainability. The core argument is that the gap between a prototype and a production-ready product is not more code, but better architectural decisions made by engineers who remain in control.

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