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From job post to table
THE IDEA
I built this because I was living the problem. Job hunting meant copying the same fields into a spreadsheet by hand, one posting at a time. So I made what I wished existed: paste a job description and it fills the row. The one rule is restraint. If a posting doesn't list a salary, the cell stays blank instead of guessing.
WHAT I LEARNED
A blank beats a hallucination. A made-up salary looks as confident as a real one, so I had it return nothing when the data isn't there. Knowing when not to generate is a design decision.
Structure the output. Reliable extraction came from defining exactly which fields to return, not from a cleverer prompt.
The table is the product. The AI is a shortcut. I designed the table first and let it serve the table, not the other way around.
BUILT WITH
Claude · prototype · 2026