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Business and tools

My business, and the tools I designed.

beforeyoubuyguide.com is my business: a live buying-guide site that earns through retailer partnerships. Below it are the tools I designed to run it and the rest of my work. AI agents wrote the code, under my direction.

The business · beforeyoubuyguide.com

692 product listings, swept every Monday.

About 690 picks across 147 guides. Each week a sweep tries to read every tracked listing and flags a price outside its guide's range or a listing that switched models. Only the decisions reach me.

Real data · weekly sweep reports

Real data: the site's weekly sweep reports. *The 19 Oct sweep was re-run on 20 Oct; the re-run is shown. On 26 Oct Amazon blocked 407 automated reads, so most listings stayed unverified rather than passed.

The beforeyoubuyguide.com home page at laptop size, 28 October 2026.
The live site at laptop size, 28 Oct 2026.
A beforeyoubuyguide.com buying guide on a phone, 28 October 2026.
A guide on a phone.
Detail of a buying guide: the top pick with its estimated price range, and the line "Prices checked October 20, 2026".
What the sweep checks: each pick's price range and the dated 'Prices checked' line.

527products compared with recent recalls on 26 Oct: three loose name matches, none for the same product.

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Open to e-commerce, data and operations roles. Los Angeles or remote.