Troubleshooting and Optimization·Task 7.2·Bloom: apply·Difficulty 3/5·8 min read·Updated 2026-07-14

Choosing the Right Lever: Prompt, Context, or Configuration

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SUBy Solomon UdohReviewed by Solomon UdohAI-assisted · human-reviewed
In short
Choosing the right lever means mapping a translated critique to the correct place to apply it: a single prompt tweak for a one-off wording fix, the context or knowledge base for a missing piece of reference material every run needs, or a standing Project-level instruction for a rule that should apply to every future output. Picking the wrong lever, such as a one-time prompt edit for a rule that should always apply, causes the same correction to recur.

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