live_lab· operator: adam deshner▸ observing
signal_acquired
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.