Single-agent AI systems peaked in 2025 — you gave one LLM a prompt, some tools, and a goal, and it did reasonably well on bounded tasks.

In 2026, multi-agent systems have moved from research demos to production infrastructure. Gartner reports a 1,445% increase in multi-agent system inquiries from...