How a team of Qwen-powered agents watch a live app, debate what broke, prove their fix

against reality, and get better every time.

Where this actually started

Back in 2023, in my final year of my CS degree, a senior alumnus working at IBM told me

about a problem IBM's own Watsonx team was exploring: could an LLM watch a database's