Prompting Is Easy. Judgment Is Hard

📰 Medium · AI

Learn how to improve your prompting skills and develop judgment in AI applications, crucial for effective user experience and product design

intermediate Published 10 Jul 2026

Action Steps

Apply the Triple Diamond structure to your prompting workflow to improve clarity and effectiveness
Use the fit scorecard to evaluate and refine your prompts
Conduct a usability audit to identify areas for improvement in your AI application
Develop a judgment framework to assess the quality and relevance of AI-generated responses
Test and iterate on your prompting and judgment strategies to optimize results

Who Needs to Know This

Product designers, UX researchers, and AI engineers can benefit from this article to create more effective and user-friendly AI-powered products

Key Insight

💡 Prompting is a crucial aspect of AI applications, but judgment is equally important to ensure that AI-generated responses are relevant and effective

Key Takeaways

Learn how to improve your prompting skills and develop judgment in AI applications, crucial for effective user experience and product design

Full Article

Title: Prompting Is Easy. Judgment Is Hard

URL Source: https://medium.com/@mounika.konidala/prompting-is-easy-judgment-is-hard-66596272ec4b?source=rss------artificial_intelligence-5

Published Time: 2026-07-10T19:43:59Z

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1. [Why this matters more than it seems](https://medium.com/?source=post_page-----66596272ec4b---------------------------------------#b0f1 "Why this matters more than it seems")
2. [The Triple Diamond structure](https://medium.com/?source=post_page-----66596272ec4b---------------------------------------#17e2 "The Triple Diamond structure")
3. [The fit scorecard](https://medium.com/?source=post_page-----66596272ec4b---------------------------------------#5180 "The fit scorecard")
4. [A worked example: the usability audit](https://medium.com/?source=post_page-----66596272ec4b---------------------------------------#d016 "A worked example: the usability audit")
5. [Where this is going](https://medium.com/?source=post_page-----66596272ec4b---------------------------------------#6ef4 "Where this is going")

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# Prompting Is Easy. Judgment Is Hard

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[Mounika Konidala](https://medium.com/@mounika.konidala?source=post_page---byline--66596272ec4b---------------------------------------)

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Prompting Is Easy. Judgment Is Hard

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