Beyond Prompts: The Evolution of Developer-Agent Collaboration
Prompts helped developers start collaborating with AI agents, but they quickly lead to fatigue, lost context, and inconsistent results. Spec-driven development with Runbooks replaces ad-hoc prompts with structured, repeatable workflows making collaboration reproducible, auditable, and scalable for real-world engineering.
Shantanu Das
October 16, 2025
