Architectural Design, Not Only Model Intelligence, Governs Multi-Agent LLM Performance

Abdelghny Orogat, Ana Rostam, Essam Mansour

Multi-agent LLM frameworks are data-intensive systems that govern how agents orchestrate tasks, manage state, and coordinate decisions. These architectural choices control executio…