Maintaining instruction files like CLAUDE.md requires constant updates to correct model behaviors such as redundant commenting, unsolicited file creation, and incorrect test handling. Effective prompt engineering for coding assistants involves specific negative constraints to prevent the model from deleting failing tests or adding unnecessary documentation.
HOW THIS AFFECTS YOU
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builderYou can improve agentic workflows by adding specific negative constraints to your context files to prevent unwanted model behaviors.