3 April 2026 · 12 min read
Why Your Multi-Agent AI System Keeps Failing (And What the Research Actually Says)
Multi-agent LLM systems fail 41-87% of the time. 79% of those failures come from coordination, not capability. Here is what the research says about building systems that actually work.
AI multi-agent systems LLM orchestration agents research open source