Building an Autonomous AI Test Engineer: From Script to “Virtual Colleague”

I didn’t just want a tool that could write a test. I wanted a colleague. A fundamental design goal was to create a system that works entirely asynchronously in the background. I wanted an AI agent that I could point at a repository and say, “Fix the coverage,” then move on to other tasks, knowing it would only report back once the job was done—not earlier, and without requiring constant hand-holding.

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