HomeBusiness and tools
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.



527products compared with recent recalls on 26 Oct: three loose name matches, none for the same product.
The tools
The tools I designed.
The operating app I use to run my business and the rest of my workClaude HQMy business runs on scheduled checks and AI work sessions: a weekly price sweep, a recall check, monthly audits, and the sessions that act on what they find.313of 517 board items were for the business, 28 OctRead the project
A private money app I use myself (shown here with made-up data)Personal finance ledgerMy income varies, my accounts are in different places, and statements arrive as PDFs.5 daysto build; it now syncs on its ownRead the project
Two interactive pages on this siteThe System and the Skills launchA list of skills and a few charts don't show how I run a build: choosing the story, setting accuracy rules and checking the result before it ships.6 stopsone continuous zoom from Los Angeles to the nearest starOpen The System
Claude HQ and ledger pictures use made-up sample data.
Contact
Hiring for e-commerce, data or operations? Let's talk.
Open to e-commerce, data and operations roles. Los Angeles or remote.