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AI-powered browser testing that writes and replays its own test scripts. Describe tests in plain YAML; QAA uses Gemini to drive the browser on the first run, records every action, then replays them directly — no AI needed on repeat runs.

0 starsTypeScript

QAA – YAML-Based Test Automation Agent Looking for Contributors)

by adhishtanaka·Feb 28, 2026·1 point·0 comments

AI Analysis

●●SolidShip ItSolve My Problem

Record-once replay pattern beats hand-coded Selenium, but UI clarity and multi-browser support unclear.

Strengths
  • Hybrid AI-then-replay approach reduces test maintenance vs pure script writing
  • Mobile-specific step support adds practical flexibility for responsive testing
  • Detailed HTML reports with API/console capture aid debugging test failures
Weaknesses
  • Early-stage reliability issues and unfinished reporting system mentioned by author
  • Competes with established frameworks (Playwright, Cypress) lacking clear technical moat
Target Audience

QA engineers, test automation practitioners

Similar To

Playwright · Cypress · Selenium

Post Description

I am building QAA (Quality Assurance Agent), a testing tool aimed at reducing the time spent writing large automation scripts. Instead of detailed test code, you describe test steps in plain English inside a YAML file. On the first run, QAA uses Google Gemini to interpret the steps and execute them in a browser while recording every action. From the second run onward, the same test can execute without AI by replaying the recorded actions, making it faster and more consistent. After each run, it generates a report site with step-by-step screenshots, recorded API requests, storage details, and console logs. The project is still under development, and I am currently improving reliability and refining the reporting system. I would appreciate technical feedback, architectural suggestions, or contributions from anyone interested in browser automation or AI-assisted testing. GitHub: https://github.com/Adhishtanaka/QAA

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