Prompt Stability: Managing Behavioral Drift

Reliability · updated Mon Feb 23

Preventing small prompt tweaks from causing major performance regressions.

Steps

  1. Version all system prompts in Git.
  2. Use few-shot examples to anchor behavior.
  3. Isolate instructions from data formatting.
  4. A/B test prompt changes before full deployment.
  5. Use a golden dataset for regression testing.

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