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Freehire, open-source search 3M+ tech jobs from company career boards

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freehire is a filterable, job board aggregator, job tracker, and AI-assisted resume tailoring tool. Saving your skills and preferences changes which jobs appear and how your resume gets tailored. I've looked at a lot of these solutions over the years and found it really hard to find the right mix of tools in an open-source offering.I've contributed to a few issues now and worked closely with the maintainer. I've watched this evolve over the last few months. I feel it's ready for everyone to check out and stress test.Source: github.com/strelov1/freehire

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HN · launched Oct 26, 2026 · 39 upvotes (top 23%)

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Could you build this?

Partial The search UI, saved preferences, and resume tailoring are vibe-codeable, but indexing millions of jobs from thousands of career boards needs a maintained crawler and deduplication pipeline.

What it would actually take: The stack is a web frontend, a search index (e.g., Postgres full-text or OpenSearch), an LLM for resume tailoring, and an MCP server. The hard part is the ingestion layer: thousands of heterogeneous career-board scrapers or ATS APIs that break constantly, plus deduplication and tagging at millions of records. That needs distributed crawling infrastructure and ongoing maintenance effort.

Discussion

4 comments analyzed.

Concerns raised: back button shows 'no match' on iOS Safari, no visible sign-in button confuses first-time users, CV upload required before viewing job, hard to dedupe postings across sources

Feature requests: onboarding flow right after sign-up

Competitors

Other products that read as similar to this one : 641 launches clear the similarity bar, closest 8 shown.

Attention rank: #162 of 642 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 325 days after the earliest competitor.

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