AntData

Sep 23, 2026 · Big Data

From Vibe Coding to Controlled Delivery: Dataphin's Plan Mode for AI-Assisted Data Development

This article explores how Dataphin applies Spec-Driven Development (SDD) through a Plan mode to address the unreliability of vibe coding in production data development, detailing SDD principles, industry tool comparisons, and a structured workflow for requirement understanding, intent clarification, solution planning, task decomposition, and verified execution.