How AI helped build hreflang XML sitemaps at scale

Learn how iterative prompting, Python, and Google Colab helped turn a multilingual hreflang mapping project into a scalable workflow.
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I put my computer’s internet traffic on a map, and I didn’t expect what I found

I expected neat lines pointing to websites, but TapMap showed me the infrastructure my laptop was really talking to ...