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AI Coder Builds Real Estate Site in Hours
19 Mar
Summary
- AI coding tool helped build a custom website for house hunting.
- Tool calculated walking distances to public transit from property listings.
- Project completed in a few hours over three days with AI assistance.

A journalist successfully created a custom website for house hunting using an AI coding tool called Claude Code. This innovative website addresses the challenge of determining walking distances to public transit stops from property listings.
The project, which took only a few hours spread across three days, involved the AI assisting in coding a functional website. The tool pulled real estate listings and automatically calculated the walk time to the nearest train station.
Initial setup required a subscription to Claude Code and interacting through the Terminal application. The process involved natural language prompts, where the AI helped identify necessary APIs and structure the website.
Despite encountering a snag with a discontinued Zillow API, the AI adapted by suggesting and integrating data from Redfin. The website was then refined to accurately display property details and proximity to transit.
This experience highlights how AI coding assistants can empower individuals without prior programming knowledge to develop practical web applications, organizing files and even summarizing technical aspects.




