The entrepreneur always searches for change, responds to it, and exploit it as an OPPORTUNITY.

- Peter Drucker
Keep Strict Output Boundaries Strict fail-closed parsing output validation producer contracts structured output Jun 07, 2026

Strict structured-output boundaries should reject invalid output instead of trying to repair it silently. When a producer adds extra prose, status text, or wrapper content around expected data, the first response should be to clarify the producer contract and add missing tests, not to make the parse...

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