Multi-agent systems are moving from research labs into production, but adoption remains uneven. Gartner estimates only 1

Multi-agent systems are moving from research labs into production, but adoption remains uneven. Gartner estimates only 15% of enterprises have deployed multi-agent workflows at scale, citing orchestration complexity and cost as primary barriers. Key patterns include task decomposition, agent specialization, and shared memory layers — while pitfalls center on non-deterministic outputs and debugging opacity. Source: techcrunch.com