Production ML · MLOps · Model Monitoring

Model
Drift.

"When the model stops telling the truth."

A publication on the dark reality of ML in production. War stories, tooling, and the hard lessons from models that broke quietly.

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The writing.

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Topics

What this covers.

Writing at the intersection of backend engineering, infrastructure, and machine learning. The operational reality — not the happy path.

Tools

Coming.

Tooling is in the works. The writing comes first — the tools follow what I learn.

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it drops.

New writing when it's ready. No schedule, no cadence, no filler. When something is worth saying, you'll get it.

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