Spec-driven work gets lumped in with AI-assisted coding; that’s fair overlap and agents need rails.
But the core idea is older and broader:
- explicit intent
- reviewable changes
- less drift
AI is one consumer of good specs, not the reason to have them.
Teams that never touch an LLM still win when requirements, acceptance criteria, and system shape live in one coherent place instead of five formats that silently disagree.
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