Automating retraining sounds like a convenience until an auto-retrained model silently ships worse. The gates are the whole point. Here is how to automate retraining without automating a regression into production.
Updated Aug 2026 · Grounded in real Applied AI Engineer interview loops and written to a senior-engineer editorial bar.
Automating retraining sounds like a convenience until an auto-retrained model silently ships worse. The gates are the whole point. Here is how to automate retraining without automating a regression into production.
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