Career-Ops: Flipping the Script on AI-Powered Job Search

The job search has long been a one-way mirror - companies deploy AI to filter applications while candidates manually juggle spreadsheets, tailor cover letters, and hope their resume gets past the automated screener. Career-Ops flips that script entirely. Built on Claude Code, it’s an open-source system that gives job seekers their own AI advantage: intelligent evaluation of opportunities, automated customized applications, and systematic candidate strategy. The Problem It Solves The traditional job search is a grind of low-signal noise. You find 30 job postings. You read them. You customize a resume. You write a cover letter. You track applications in a spreadsheet. You wait. You compare offers using gut feel and spotty spreadsheet columns. The process burns time and attention - exactly when you need both to think clearly about your career. ...

April 9, 2026 · 4 min · James M