Free Resource
The Developer's AI Prompt Framework
A practical framework for getting higher-signal answers from AI on product, code, and system design work.
Use a short warm-up before asking the main question.
Structure prompts so the model sees constraints before implementation.
Turn vague requests into repeatable engineering prompts.
Warm-up questions
- What outcome do I actually need from this prompt?
- What context is missing that the model cannot infer safely?
- What format should the answer take so I can use it immediately?
Prompt order
- State the job to be done in one sentence.
- List the relevant constraints and source-of-truth inputs.
- Ask for the final output in the exact format you want.
Engineering use cases
- Debugging broken features without losing the reproduction details.
- Refactoring code while preserving contracts and edge cases.
- Planning implementation work that another engineer can execute directly.
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