The store now knows what you’ve bought before.
This week: previously-purchased personalization ships across every shop surface, forty years of invoice history gives up its secrets, and three competing button systems become one.
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Build & migration log
Building it in public.
A running build log of a real ERP migration: half a million SKUs moving from a decades-old stack onto Odoo — the data work, the custom modules, the search layer, and the applied AI built along the way. Written as it happens, by the person responsible for it.
Entries
The enrichment machine.
An AI pipeline that researches and completes sparse product records — two models, a confidence gate, and humans only where judgment is genuinely needed.
read this entry →Half a million SKUs walk into a new database.
Moving decades of catalog out of legacy systems: importers, judgment calls, and the uncomfortable discovery waiting at the end.
read this entry →The whole story, from the beginning.
A decade operating inherited systems, and the decision to replace them — where this migration came from and what the log will cover.
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This log is the working record of systems being built, migrated, and kept in production. If you’re working through a problem in the same territory — interesting problems will always receive a reply.