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discussionr/AI_Agents · Oct 08, 2026

How do you test shorter agent instructions for changes in meaning?

Shortening a coding agent's system prompt sounds harmless until meaning quietly drifts — one builder caught keyword-coverage tests missing intentional flips like 'stop only for P0' becoming 'stop only for P1'. Verbatim checks are brittle against paraphrases. The recommended approach: behavioral probes, concrete scenarios where only the correct instruction produces the right action. Test the decisions, not the wording.

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