# Vimal And Kalai

- **Event:** [The Persistent Context Sprint Hackathon | Live at MongoDB .Local Build Fest](https://cerebralvalley.ai/e/persistent-context-sprint-hackathon)
- **When:** Thu, Aug 13 at 12:30 – 8:00 PM (PDT)
- **Where:** Pier 48, San Francisco, CA
- **Team:** [Vimalraj Arumugam](https://cerebralvalley.ai/u/vimalraj-a), [Kalaiselven Moorthy](https://cerebralvalley.ai/u/Kalaiselven)
- **GitHub:** https://github.com/kalaiselvenmoorthy-cmd/AI-Hack
- **Demo video:** https://www.youtube.com/watch?v=TDlM62d4mts
- **Gallery:** https://cerebralvalley.ai/e/persistent-context-sprint-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/persistent-context-sprint-hackathon/hackathon/gallery/92

The problem: testing a website means a developer writes code for every single click, every form field, every check. It's slow, it's tedious, and only engineers can do it. So most teams under-test — and things break in front of customers.

The idea: just say what you want tested, in ordinary English.

"Log in with the test account, add a laptop to the cart, and check the total says ₹85,000."

Saambu reads that, works out the actual steps, and builds a real automated test from it. Then it opens a real browser, does each step for you, and takes a photo at every stage.

When something breaks, you don't get a wall of red error text. You see the exact step it died on and a screenshot of the screen at that moment — so you can see the button had moved, or the price was wrong.

Why it matters: a QA person or product manager can now create a working test by typing a sentence. No code. And every test is saved, so you can re-run the whole set any time you ship a change and know within a minute if you broke something.

The short version: it turns "here's what should happen" into a test that actually checks it — and shows you pictures when it doesn't.

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