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One Guy Automated His Entire Job Search with Claude Code for FREE

Santiago automated his entire job search with Claude Code. The system scored offers, rewrote his resume for each role, and filled out application forms. He landed a Head of Applied AI position. The whole thing is open source with 9,100 GitHub stars.

4 min read3 days ago
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What He Built

Santiago was job hunting. Instead of manually tracking spreadsheets and rewriting his resume for each role, he spent that time building a system to do it for him.

The result is Career-Ops, a Claude Code project that turns your terminal into a full job search pipeline. Paste a job URL. The system reads the full posting, scores the fit across 10 dimensions on an A to F scale, rewrites your resume with role-specific keywords so applicant tracking software does not reject it before a human ever sees it, and outputs a ready-to-send PDF.

That is one job. He ran it on 740.

What the System Actually Does

Offer evaluation. Every job gets scored across 10 dimensions with an A to F grade. The system refuses to recommend roles…

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The Finance Edge

Published in The Finance Edge

Smart insights at the intersection of money, careers, and technology. From practical finance hacks to AI-powered productivity tools, we publish strategies that help professionals work smarter, grow wealth, and stay ahead in a changing world.

Greg Pazmandy

Written by Greg Pazmandy

Writer. Thinker. Sharing what I've learned so you don't have to learn it the hard way.

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