Engineering Multi-Agent AI Systems: Beyond the Marketing Noise

https://atavi.com/share/xuhcsnzqsycg

As of May 16, 2026, the software landscape has shifted away from monolithic LLM wrappers toward highly specialized, multi-agent frameworks