Constraint-context prompting: telling the LLM what NOT to do yields actionable output

JafarNajafov · x · 2026-10-13

Part 3 of a context-engineering series: constraints force focused output. Template: DO NOT include clichés, must include specifics, max length, fixed format, stated priority. The screenshot shows it turning 'validate a SaaS idea in a weekend' into a concrete 5-step plan — Carrd landing page in 2 hours, $50 Reddit ads, a 48-hour kill/pivot threshold, Mom Test interviews, and an Airtable+Make prototype sold at 50% off before writing code.

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