Structured prompts outperform vibes (again).
Structure beats storytelling when you want consistent results.
What changed
• Checklists and constraints produce more reliable outputs
• Long rambling prompts increase drift and contradictions
• Explicit output formats reduce 'creative' misinterpretation
Who it affects
• Anyone who types a paragraph and hopes for the best
• People building repeatable prompt packs
• Agent workflow builders
What to do now
• Put constraints at the top
• Add headings + numbered requirements
• Demand an output format (and keep it stable)
• Add a 'If info is missing, ask 1 question' rule
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