33How do you build a pipeline that retrains, validates, and promotes a model automatically (continuous training)?▼hardGoogleDatabricksUber1 replies◆ premiumAutomating 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.Open full answer →
37A prompt tweak fixed one case and silently broke ten others. How do you regression-test an LLM app in CI?▼hardOpenAIAnthropicSierra2 replies◆ premiumEditing a prompt is a code change with no compiler and no unit test by default, so quality regressions ship invisibly. Treating prompts and models as testable artifacts is what separates a toy from a product. Here is the harness.Open full answer →
