22 Thinking Frameworks That Turn Vague Ideas Into Clear Requirements

Sat, 31 Jan 2026 22:00:00 +0800

“Build me a user management system.”

You hand that sentence to an AI, and it spits out a pile of code. You open it up and it is nothing like what you had in mind. Or you spend thirty minutes explaining requirements to a colleague, only to discover you were talking about completely different things.

The problem is not that the AI is not smart enough, or that your colleague is not cooperating. The problem is that the requirement was too vague.

Requirements Analysis on Bruce on AI Engineering

22 Thinking Frameworks That Turn Vague Ideas Into Clear Requirements