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Side Projects & Civic Tech Creator & Vibecoder 2026 - Ongoing
// Personal Project

Job Hunter

Personal Project

Automating the parts that suck, while doing what I love. I used Claude Code to build a tool that combs through job boards every morning, weighs each offer against my profile, and adjusts my CV for the ones that fit. The cover letter stays mine.

Key Deliverables & Scope
  • ▶ Plain rules do the first cut for free, then Claude scores what survives against my profile
  • ▶ CV adjustments use only facts from a profile I wrote, and come with a list of where I fall short
  • ▶ 1,735 listings in, 15 CVs out, in its first 5 days

There are things about job hunting I hate, and a few I actually enjoy.

I hate looking through job offers ad nauseam, adjusting every CV by hand to fit a specific role, and evaluating myself against each one. I love writing cover letters, interviewing, and doing test tasks.

So I automated the first list.

I used Claude Code to build a tool that combs through job boards every morning, weighs each offer against my profile, and adjusts my CV to highlight what fits the role. It lists the results on a local web page. It can only use facts from a profile I wrote, and it has to tell me where I fall short. Then a human takes over: I check the CV, write the cover letter, and send.

In its first 5 days it went through 1,735 listings and decided 15 were worth my time.

Try it

The demo replays the tool on 12 made-up listings for a made-up candidate. The scores, the reasons and the CV text are real output. Test a job title against the rules, move the bar, and compare 2 CVs built from the same facts.

#AI Tools #Vibecoding #Automation #LLM Pipelines #Job Search