I built "git log" for any website — track changes with diffs and AI summaries

📰 Dev.to · George R.

Learn how to track changes on any website with a custom 'git log' tool using diffs and AI summaries

intermediate Published 14 Mar 2026
Action Steps
  1. Build a web scraping script using Python and Beautiful Soup to extract website content
  2. Run the script periodically to collect snapshots of website changes
  3. Configure a diff tool to compare snapshots and highlight changes
  4. Apply AI-powered summarization to generate concise summaries of changes
  5. Test the tool with various websites and refine its accuracy
Who Needs to Know This

Developers and DevOps teams can benefit from this tool to monitor website changes and automate testing, while product managers can use it to track competitor updates

Key Insight

💡 Automating website change tracking with AI can save time and improve monitoring efficiency

Share This
🚀 Track website changes with AI-powered 'git log'! 🤖

Key Takeaways

Learn how to track changes on any website with a custom 'git log' tool using diffs and AI summaries

Full Article

Websites change all the time — pricing pages, docs, terms of service. I wanted a simple CLI to tell...
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