mlstories

Design and Operations

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mlops ยท week 2

The Production Relay

A relay race through the four hurdles of MLOps: reproducible pipelines, automated deployment, continuous monitoring, and operational governance.

โฑ 6 min read read story โ†’
โš ๏ธ

mlops ยท week 1

Drift Walks the Night Shift

An intruder named Drift slips past every dashboard for three weeks while the model quietly decays, until one downstream metric breaks.

โฑ 4 min read read story โ†’