Tag: mlops

All the articles with the tag "mlops".

• Evals Are the New Unit Tests (And You're Not Writing Them)

  13 Feb, 2024

  Shipping an LLM feature with no evals is shipping with no tests, and almost everyone is doing it. A small, hand-written harness you run on every change, plus the honest limits of grading with another model.

• The Feature Store Nobody Asked For

  9 Aug, 2022

  A feature store fixes training/serving skew and lets teams share features, but most adopt it a year early and pay the operational tax for nothing. Here is the line where it flips.