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Agents in the Wild

A non-programmer built an image-scraping OCR pipeline in one weekend

Ten years ago a similar scraper took them a horrendous amount of time and wasn't half as good. With free Claude and ChatGPT, this one grabs images, reads them with OCR and crops the hits.

Done withClaudeChatGPTSpotted· by HN user Scoundreller· Oct 15, 2026

Result About 5-10 hours over a weekend

“Nothing particularly advanced but it would have taken me a horrendous amount of time without it to be half as good, like it did when I built a similar scraper 10 years ago.”
From the source: Hacker News · 2026-05-19

Spotted: found in the wild. Details are as reported by the source above and have not been independently verified.

What they did

Used free-tier Claude and ChatGPT to build a scraper for items on a website they follow. It grabs the item images and runs a first pass with local OCR; when keywords match, it uses OpenCV to crop the image for better OCR, then saves the hits for a closer look.

How it went

It took about 5-10 hours over a weekend. Nothing advanced, they say, but a similar scraper they built 10 years ago took a horrendous amount of time and wasn’t half as good.

Try it yourself with Claude
Help me build a script that visits [website section] every [period], downloads the item images and runs OCR on each one. If the text contains any of [keywords], crop the relevant area with OpenCV, run OCR again on the crop, and save the image, the text and the link to a review folder. I'm not a programmer, so explain how to run it.

A starting prompt written by Agents in the Wild. Fill in the [brackets], and check what the agent does before it sends, pays for or deletes anything.

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