AI Portfolio Monitoring: Every Safety Net Failed Silently

Part 1 of 4 — the safeguards. Part 2: the free stack · Part 3: publishing signals · Part 4: what it returned

Three months ago I wrote up how Richfolio went from v1.0 to v1.6 — the guard pipeline, the two-stage Think/Plan prompt, the reasoning persistence, all of it borrowed from patterns I liked in OpenAlice. Richfolio is my AI portfolio monitoring system: a cron job that reads my holdings, asks two language models what to buy, and emails me a brief.

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