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PROMPT-DEBUGGING5 MIN READ

Walk through format drift

Diagnose and patch output format drift across repeated AI prompt runs.

The drift A prompt that looked production-ready now emits renamed fields and extra sections across repeated incident summaries. The downstream tracker needs stable fields, not merely readable summaries. Framework Contract plus distribution test Fix format drift by defining the output contract and testing it across representative inputs. Shortcut Tell the model to be consistent Stable incident summaries Format reliability is measured across cases, not admired in one sample. Observe Step 1 You have five outputs. Three have the expected fields; two renamed severity as priority. What should you inspect first? Patch Step 2 The tracker requires exact field names and…

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