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Agents in the Wild

A town budget buried in PDFs became a live website for residents

Vermont town meeting reports locked the budget away in PDFs. A volunteer had Claude Code and Gemini pull the numbers out and build a comparison site, deployed in under an hour. Rough, but it works.

Done withClaude CodeGeminiSpotted· by HN user mrkiouak· Oct 15, 2026

Result Deployed in under an hour

“this is absolutely 100% not something I'd have been able to do or remotely have considered doing without LLMs”
From the source: Hacker News · 2026-01-14

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

What they did

Extracted budget information from Vermont town meeting documents into JSON, built a website with budget comparison functionality, deployed via Cloud Run in under an hour.

How it went

Rapid deployment with good tool support; acknowledged it’s a rough draft but functional and fast to build.

Try it yourself with Claude Code
I need to parse budget data from PDF documents and build a website showing comparative budget information. The PDFs have budget data on pages [X-Y]. Extract into JSON, validate structure, then generate a responsive web app [framework] that displays budget trends and comparisons.

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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