Vibe coding limitations exposed — enterprise data engineering seeks more sustainable solutions

Context

Vibe coding, a rapidly accelerating data engineering tool, is facing limitations in enterprise environments. As more logic and context become embedded in prompts and generated implementations, organizations struggle with visibility into architectural intent, downstream dependencies, and business context. Spec-driven development (SDD) is emerging as a solution to address these challenges.