JustHireMe
Vasudev Siddh
Local-first, open-source job hunt assistant that scrapes, ranks, and matches jobs to your profile.
About JustHireMe
JustHireMe is an open-source, local-first desktop app for job hunting that scrapes jobs from multiple sources (ATS boards, RSS feeds, Hacker News, GitHub, Reddit), applies a quality gate to filter spam, ranks leads with explainable rules and optional LLM reasoning, and generates tailored resumes and cover letters. All profile data and leads stay on your machine.
Key Features
Multi-Source Job Scraping
Collect leads from ATS boards, RSS feeds, Hacker News, GitHub, Reddit, and custom-configured sources — not locked to one job board.
Quality Gate & Transparent Ranking
Filter stale, spammy, or irrelevant leads automatically. Score fit with explainable deterministic rules and optional LLM reasoning.
Profile-Aware Matching
Use Kuzu graph data and LanceDB vectors to compare jobs against your profile context for semantic, not just keyword, matching.
Tailored Document Generation
Generate customized resume PDFs, cover letters, and outreach drafts matched to each job's requirements.
System Requirements
macOS (alpha) · Python sidecar required
