#multi-agent-systems

In 1849, Levi Strauss got rich selling jeans to gold miners. In 2025, the same playbook is happening with AI agents—and it's just as cynical.

Traditional testing approaches catastrophically fail for multi-AI systems. I've watched teams spend months on test suites that caught zero production failures.

Inside the technical architecture of a multi-agent AI system for content creation, quality analysis, and performance monitoring.

Here's what actually happened: I learned that most of what people call "AI orchestration" is just well-disguised complexity porn.