In 2026, teams moved from chatbot pilots to multi-agent operations with strict reliability requirements. The key lesson is simple: orchestration quality matters more than model size.
Production-ready setups now include retry policies, deterministic fallbacks, audit logs, and explicit approval steps for critical actions.
