Richfolio, three months in: AI architecture in production

From v1.0 to v1.6 — what I rebuilt, what I borrowed, and what’s running in production for $0/month

Three months ago I shipped v1.0 of Richfolio — a zero-maintenance side project that emails me a daily AI-powered portfolio digest. I wrote about the original motivation and v1 architecture in this earlier post if you want the background.

Since then it’s gone through six minor releases. The code roughly tripled in size, the AI architecture got rebuilt from the ground up to handle production use, and I’ve been using it on my own portfolio daily. This post is a project-level update: where Richfolio is, what stack it runs on, the architectural patterns I borrowed (mostly from OpenAlice), and one concrete case study showing how those patterns paid off in v1.6.

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