career-ops-ui

Self-hosted web UI for an AI job-search pipeline across ATS platforms.

Webfree

career-ops-ui is a self-hosted, docs-style web interface for the career-ops AI job-search pipeline, searching ATS platforms like Greenhouse, Ashby, and Lever plus regional job boards, evaluating job descriptions, and tracking applications from one browser tab. It's aimed at job seekers who want to manage an AI-assisted job search without bouncing between a CLI and markdown files, and is an unofficial, unaffiliated community project.

Website

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Behind the summary, Matchbox keeps a richer profile of career-ops-ui - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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