live_lab▸ observing
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I research AI tools by running my businesses on them.

Daily 60-second tool autopsies. Real telemetry from a working operator's stack. No sponsored fluff, no fabricated ratings — just what's on my screen today.

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Tools under the microscope

Six tools I run today. Autopsies drop in the daily digest — this catalog is the working set.

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The daily 60-second autopsy, straight to your inbox.

One tool. One honest verdict. One minute to read. Ships from beehiiv — this form saves your seat before launch.