I had a test spec to run against a web app. A couple of dozen test cases covering login, navigation, data persistence, drag-and-drop interactions, and settings. The kind of document that sits in a folder and gets run manually before each release. Running it manually takes most of a morning. So I decided to automate it properly. The first attempt I built a browser agent using a local Ollama model a

How I built an open source visual QA tool after every AI agent I tried failed
Alex McHugh·Dev.to··1 min read
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