Subtle Storm

Mar 31, 2026 · Artificial Intelligence

From Diminishing Single Agents to a Special‑Forces Team: OpenClaw’s Multi‑Agent Architecture

The article explains why a lone AI agent becomes slower, more costly, and less accurate as its context grows, and shows how OpenClaw’s main‑agent/sub‑agent design—offering static "agents add" and dynamic "sessions_spawn" modes, three communication primitives, and concrete configuration tips—turns isolated agents into an efficient, collaborative special‑forces workflow.