Choose recovery paths for different kinds of structured-output validation failures.
The situation Your extraction service is failing on missing fields, stale project IDs, and a small set of outputs that would trigger expensive escalations if accepted automatically. The same model can require different contracts depending on what happens after generation. The framework Consumer → Contract → Action Ask who consumes the output, what drift would break, and whether the system needs to execute an operation instead of merely describe one. Shortcut to avoid Choosing one output style for every workflow because it feels simpler. The stronger the machine dependency, the more explicit the contract should become. Use the weakest contract…
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