
artificial intelligence
How I stopped fighting prompts and started building feedback loops
How a generate, evaluate, and revise loop improves LLM output by turning clear acceptance criteria into useful feedback.
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How a generate, evaluate, and revise loop improves LLM output by turning clear acceptance criteria into useful feedback.

Use the RED framework to make binary LLM evaluations explain their reasoning, cite evidence, and return a clear decision.