Jul 27, 2026 · Artificial Intelligence

Why AgentScope 2.0 Is the Ideal Harness Runtime for Managed Agents

AgentScope 2.0 provides a stable, sandbox‑isolated runtime for Managed Agents by separating Brain (reasoning) and Hands (tool execution), offering multi‑tenant control, session persistence, flexible worker modes (local, cloud sandbox, self‑hosted), and a clear multi‑agent orchestration model for enterprise AI workloads.

AI RuntimeAgentScopeCloud Native

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Why AgentScope 2.0 Is the Ideal Harness Runtime for Managed Agents

Ops Development & AI Practice

Jul 29, 2025 · Artificial Intelligence

How Ray Transforms Distributed Training for Large Language Models

In the era of data‑driven AI, Ray offers an open‑source unified compute framework that abstracts distributed system complexity, enabling developers to seamlessly scale Python code from a laptop to large GPU clusters, and provides the Ray AI Runtime (AIR) with libraries such as Ray Data, Train, Tune, and Serve to accelerate LLM training, hyper‑parameter tuning, and model serving.

AI RuntimeDistributed ComputingLLM training

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How Ray Transforms Distributed Training for Large Language Models