Portfolio Lab

A collection of portfolio systems — pick one to try it out.

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Admin

Ask questions about customer data in plain English; Claude generates a MongoDB query and runs it live.

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Profile Preferences

Configure shopping preferences with AI assistance, persisted per user to MongoDB.