“Spec-driven growth orients groups towards the fitting enterprise and technical outcomes, whereas AI coding will increase velocity, says Christian Stano, area CTO at Anyscale. “What issues is the interface the place manufacturing software program really ships, the place focus ought to remedy the actual bottleneck: whether or not overview processes, infrastructure, and guardrails can hold tempo. The important thing metric isn’t pace alone, however whether or not groups are accelerating with out buying and selling off reliability or accumulating hidden technical debt.”
Hannes Hapke, director of the 575 Lab at Dataiku, provides, “Whereas vibe coding compresses the time to first demo, there are main considerations about debt, safety, and auditability. Spec-driven preserves self-discipline however provides overhead, and the important thing alternative is mixing each. CIOs have to measure influence via time to launch, bug charges, refactoring frequency, and developer satisfaction, not simply velocity.”
There’s little doubt that vibe coding and SDD will evolve, and there’s an inexpensive likelihood the 2 practices will converge right into a generalized AI coding atmosphere. One instance is GitHub’s Spec Package, which works with GitHub Copilot, Claude Code, and Gemini CLI, and treats spec writing as a prerequisite to vibe coding and code technology.