Multi-Agent AI Frameworks: What Should I Demand Before I Adopt One

https://instaquoteapp.com/the-engineering-reality-of-unpredictable-api-responses-in-multi-agent-systems/

As of May 16, 2026, the landscape of multi-agent AI has shifted from academic toy models to complex, often brittle enterprise workflows that promise automation but frequently deliver frustration