Spec-Driven Development

Spec-driven development with AI agents promises increased efficiency, but often introduces new forms of toil. Read on to discover how teams are navigating the shift, the hidden costs of context engineering, and what we can do to build more collaborative AI-native development workflows.

Spec-Driven Development (SDD) bridges the gap between human intent and machine execution. However, scaling it exposes significant gaps in context isolation, branching workflows, and upstream synchronization.