## Lesson — Prompt-level guardrails often fail to override evidence

**Tags:** llm, documentation, git

Prompt-level guardrails often fail to override evidence found in raw source data like git logs. Stripping misleading references at the data level before and after LLM processing is more effective than relying on negative instructions or glossaries.
