Job hunting is broken with pricey subscriptions and LLMs that hallucinate skills. JobFoundry is an AGPL-3.0, 100% local-first pipeline: - Ingestion: Captures 87 job boards/ATS via your browser session (no server scraping) - Dedup: 64-bit SimHash collapses cross-posted duplicates - Fit Scoring: 0-100 match grades using local Ollama or OpenAI APIs - Resumes: Schema-enforced, truthful ATS PDF tailoring - Dashboard: Local Kanban tracking