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Show HN: AutomatiQ – Reverse-Engineering Agent for the Web
stonesteel27 · 2026-06-17 · via HN's home page

AutomatiQ is an Open-Source Reverse-Engineering AI Agent, that can write requests-based(no browser) automation/scraper scripts on its own, all we have to do is, to normally browse the website once.

This makes it a lot easier to create/fix scripts, all we have to is browse the site. This is not a completely autonomous agent, you can pause, talk, guide the agent on its RE path, just like a normal agent.

I am aware of the limitations of this approach, but from my own research(please refer the blog for details) up to 60%-90% of websites can be automated/scraped with just requests.

I was able to run this against some popular websites like, bookmyshow, makemytrip. And to test it in the open, it one-shotted scraper solutions for 2 problems posted on r/webscraping.

It supports local models, cloud hosted models, and proprietary models.

Github: https://github.com/StoneSteel27/AutomatiQ

Blog for verbose explanation and techincal implementation: https://shiny-sushi-116.notion.site/automatiq

Demo video of using Automatiq on bookmyshow website to get current running movies, showtimes, seat layout of a particular screen to create an interactive script: https://www.youtube.com/watch?v=OfMvAQP5pkM

Thanks for your time, hope you have a great day/night ahead ;)