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feat: Phase O O2 prediction drift monitor schema -- earliest warning signal for pipeline score distribution shifts - #836

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cschanhniem merged 1 commit into
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feat/o2-prediction-drift-monitor
Jul 9, 2026
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cschanhniem merged 1 commit into
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feat/o2-prediction-drift-monitor

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Summary

  • PredictionDriftEntry: 15 fields tracking mean/std shifts between reference and evaluation batches
  • 8 validation rules, 4 warning conditions (variance explosion, unreported drift, small populations)
  • CLI: openamp-foundry prediction-drift-check
  • Phase O O2 complete

…signal for pipeline score distribution shifts
@cschanhniem
cschanhniem merged commit 183a8f2 into main Jul 9, 2026
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