Citable layer — this is what AI reads
What it offers
The internal tool I shipped in an afternoon that saved 10 hours a week
Who it's for
Ops teams stuck copying data between tools by hand
Problem it solves
Manual data shuffling eats hours nobody has budgeted for
Full transcription (creator-provided)
Our team lost ten hours a week to one invisible task: copying orders from one system into another and formatting them by hand. Everyone accepted it as part of the job. I built the replacement in an afternoon with no code. A database as the source of truth, a form for the input, an automation to move and format the records, and a dashboard so anyone could see status. Ten hours a week, gone, with a tool uglier than engineering would build and live the same day. No code is not about replacing engineers. It is about not waiting two quarters for the boring stuff. If a task repeats weekly, it is a system waiting to happen.
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