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Christopher Justice · Framework & Methodology

Intent Before Automation: The Mistake Everyone Makes

Watch someone struggle with AI:

# Intent Before Automation: The Mistake Everyone Makes

Watch someone struggle with AI:

They have a vague sense of what they want. They write a prompt. They get output. It's not quite right. They tweak the prompt. Still not right. They tweak again. And again.

An hour later, they have something. They're not sure if it's good. They're not sure if it's what they actually wanted. But they're tired of iterating.

The mistake: they started prompting before they were clear on what they wanted.

Prompt-first development looks like this:

1. Have vague idea 2. Write prompt 3. Get output 4. React to output 5. Tweak prompt based on reaction 6. Repeat until tired

The problem: you're navigating without a destination. Each iteration is reaction, not direction. You're letting AI's output shape your goal rather than your goal shaping AI's output.

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