Tag: ml-platform
All the articles with the tag "ml-platform".
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Shipping ML to Twenty Teams: The Platform Bet That Paid Off
Two years of running a self-service ML platform across twenty-odd product teams. What the paved paths got right, what we built too early, and the only success metric that turned out to matter.
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Platform Engineering: Paving Roads vs Building Cages
An internal ML platform that dozens of teams actually used, and the one test that told me whether I was paving a road or building a cage around it.
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The Feature Store Nobody Asked For
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.