When the Agent Asks Back: Interactive Planning and Specification Boundaries
Specification ambiguity is the last bottleneck. Interactive planning is how you fix it.
I asked the agent to add a new validation rule. The architecture was clean. The skill was loaded. The agent followed the protocol perfectly: domain first, tests second, adapters last.
And it built the …
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October 30, 2025