Tech Ocean

Jun 21, 2026 · Artificial Intelligence

Why Jack‑of‑All Agents Fail – Router Delegation and Subagents in AgentScope Java

The article explains AgentScope 2.0’s “agent‑as‑tool” philosophy, showing how a Router agent can dynamically delegate tasks to specialist ReActAgents via @Tool methods, and how HarnessAgent’s Subagent feature enables long‑running, user‑direct interactions, with concrete Java code illustrating both patterns.