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Monthly 'Who is hiring?' threads on forums like Hacker News are a key resource for tech talent but are notoriously difficult to navigate. Job seekers spend hours sifting through hundreds of unstructured posts, while companies are inundated with low-quality, often automated, applications. This information-rich environment lacks efficient tools for filtering, matching, and analysis, creating significant friction for both sides of the hiring market.
An intelligent platform that ingests and structures data from these threads could offer job seekers advanced search, personalized alerts, and AI-powered resume matching. For companies, it could provide a curated feed of relevant candidates and an AI-powered filter to screen out low-fit applicants, drastically improving signal-to-noise and hiring efficiency.