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#requirements articles

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Clarifying questions checklist (AI development): what to ask before you let an LLM build

airequirementsprompting

February 20, 2026·4 min read

Clarifying questions checklist (AI development): what to ask before you let an LLM build

A practical clarifying-questions checklist for AI-assisted development. Turn vague requests into implementable specs by forcing decision points: scope, constraints, failure behavior, acceptance tests, and rollout/ops.