Spec-driven development replaces the chaos of ad hoc, prompt-driven vibe coding with a structured, durable way for engineering teams to work on AI coding projects.
The future of AI coding in enterprise lies in spec-driven development, shared context, and collaboration, not vibe coding.
AI adoption is nearly universal, but the 2025 DORA Report shows that faster coding doesn’t always mean increased productivity.
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