I Built an AI Job Tracker While Job Hunting: The AI Was the Easy Part

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A backend engineer's honest build story: aggregating 11 UK job-board APIs into one schema, with AI scoring and cover letters on top.

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I built SearchWork - a tool that searches 11 job boards at once, scores each role against my CV, and generates cover letters. The AI was the easy part; normalising 11 messy job APIs into one schema was the real work.