Answer this question, get featured on Zhanna Hamilton (Substack)
I'm writing an article on how practitioners are moving beyond prompt engineering into context engineering and what that shift looks like in the real world.
I'm looking for leaders who have direct experience with both approaches.
Please share:
A specific use case where you moved from prompt engineering to context engineering. What changed in your results?
Where do you draw the line between the two in your actual workflow?
Has context engineering ever made things more complex or backfired? What happened?
Are there situations where prompt engineering is still the better choice? What does that look like?
Deadline: May 11th, 2026 10:42 PM (May close early)
Publisher:
Z
Zhanna Hamilton (Substack)
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