#multi-agent-architecture

Large Language Models

Toucan's Multi-Agent LLM Revolution: From Fragile Monolith to Bulletproof Specialist Squad

Single LLMs crumble under complex queries — Toucan fixed it with a team of AI specialists. Error rates plummeted, iteration soared, and the future of scalable AI sharpened into focus.

OpenClaw's Multi-Agent Fix: Escaping the Single-Agent Hallucination Trap

Your solo OpenClaw agent was a dream for a week. Then chaos: hallucinations bleeding contexts, 15-second lags. Multi-agent setups fix it—here's the architecture deep dive.