🛠 The Coordination Trap in Multi-Agent Systems
Scaling AI systems often hits a wall: adding new agents slows down performance due to the increasing costs of context transfer. It is more efficient to use "smart orchestration" and simple, highly specialized agents.
🌍 Moving toward rigid hierarchical structures is crucial for the scalability of AI products. The focus is shifting from the capabilities of individual agents to the reliability of task management mechanisms.
👤 When designing, one should avoid "shared context" models in favor of predictable tools managed by a centralized controller.
Source 1: https://natesnewsletter.substack.com/p/why-dumb-agents-mean-smart-orchestration Source 2: https://curious-hiker.blogspot.com/2026/07/keep-orchestrator-dumb.html