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A guy on Reddit got so fed up with scrolling LinkedIn for internships that he built his own job search engine with Claude Code. The tool is called Pinloop. It's an open-source CLI, and he built it with Claude Code too. Here's how it works: → It pulls millions... show more
18,719 görüntüleme • 7 gün önce •via X (Twitter)
14 Yorum

The agent installs it and walks you through setup. 🔗

linkedin scroll hell as a product brief. love that he shipped the cli with the same tool that was hunting the jobs

Good we’re sick of paying for every website.

Nice loop. Pulling the shortlist to you beats another tab-heavy job hunt.

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A race the the bottom

I did this all running locally though, most of it is python scripts than my local model compares my CVs to job descriptions if there's a title match. It sometimes misses, but so far it's scanned 23 million jobs.

This is the solopreneur loop done right. Week of pain on LinkedIn, then ship an open-source CLI with Claude Code. Real users of the pain, not a demo.

With Pinloop pulling hourly data from over 50 hiring systems, scraping blocks could quickly cut off the pipeline, leaving it unclear how the tool bypasses rate limits.

the hourly refresh is the part that gets real fast. i tried the same shape with Greenhouse once and the first run died on a 429 after 60 pages, so i had to add backoff before trusting the shortlist.

Great example of AI lowering the cost of a useful first version. The product lesson after search works is the feedback loop: narrow the ranking and filters until one specific audience gets an answer faster than LinkedIn.

🤜🏻🤛🏻

Pinloop proves Claude Code isn't just for fixing bugs; it's a legit full-stack partner. Building that CLI takes some serious prompt engineering finesse. He didn't just ask, he architected.

Got Instinct to do the same thing to look for clients who want AI content services. Works so well

