Engineering & Dev Tools
From Manual Rollouts to Automated MLOps: A Step‑by‑Step Guide
It’s 9 a.m. and the alert dashboard is flashing red: the latest credit-scoring model is returning wildly inaccurate predictions. The on-call engineer scrambles through a half-written Bash script, tries to locate the correct data snapshot, and ends up rolling back a model that was trained on stale features.