I built an automated system that writes research notes on UK-listed equities, and documented how it audits itself

Overview

This video is a ~36s capture of one real run, from picking a company to the published note. I write research notes on UK-listed companies with an automated system: it queries a fundamentals database, reads the company's regulatory filings, drafts the analysis, draws the charts and typesets the PDF. No human writes the prose, and the agents run on open-weight models through OpenRouter. The interesting part is not the drafting, which is cheap, but what stands between a generated claim and a pu

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