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Agent guide
Hosho Research
What actually makes a prompt work - and what the evidence says.
The messy problem of prompting
Why small wording changes swing outcomes - and why your coding agent can't fix it
July 2026
So what matters in a prompt?
Four factors, twelve sub-factors, and the research behind each
July 2026