AI7 min read
Deep Dive: AI Agents
Parallel agents aren't about speed. They fail when your architecture does.
Parallel agents promise speed and specialization, but concurrency alone doesn't guarantee better results. This analysis explores the architecture, patterns, and practical orchestration that make parallel agents effective, using Kimi Agent Swarm as a case study.
2026-07-22