The 4C framework: stop prompt-hacking and start context-building with AI

JafarNajafov · x · 2026-09-12

• The author argues "context engineering" is replacing prompt engineering: instead of barking short instructions, build the model's context environment first.
• He shares a reusable 4C framework: Character (who's speaking), Command (what to do), Constraints (what to follow/avoid), Context (relevant examples, goals, audience).
• The core idea: onboard the model like a new hire — feed identity, tone, examples and goals once, reuse forever for consistent, on-brand output.

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