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Model Registry and Packaging

The file called modelfinalv2actuallyfinal.pkl โ€” every team has one, and it's a symptom, not a joke. A model artefact is only genuinely useful with the preprocessing, schema, and metadata needed to call it correctly; package those together properly, or ship a bug the moment they drift apart.

The registry

The registry is a global nameโ†’logger map. It's what makes spdlog::get("db") work from any file in