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ReAct Without the Chaos: AgentScope 1.0 Turns Tools into Strategy

TL;DR for operators AgentScope 1.0 is best read as a production-shaping framework for agentic applications, not as a victory lap over rival agent frameworks. Alibaba’s paper describes a developer-centric stack that rebuilds agents around four core abstractions — message, model, memory, and tool — then places a ReAct-style reasoning-and-action loop on top of them.1 ...

August 25, 2025 · 17 min · Zelina