AI6 min read
Deep Dive: AI Agents
Parallel agents are not about speed. Here is what actually makes them work
Parallel agent systems 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