CCDV-F: Claude Certified Developer — Foundations

By Anthropic · Question Mode

QuestionQ24

VerifiedPrompt and Context Engineering

A teammate asks why your Claude application sometimes returns a response that repeats the prompt text, while at other times it rephrases that prompt text. They suspect there is a bug in the application’s request construction. How would you respond?

Explanation

Language models generate output as token-by-token continuations of their input context. Normal variation in generation can cause prompt wording to be echoed in one response and restated in another, without indicating a defect in request construction.

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