Turning Multi‑Agent Orchestration into Reviewable Code with Claude Dynamic Workflows

Anthropic’s Claude Opus 4.8 introduces Dynamic Workflows, letting Claude generate JavaScript orchestration scripts that schedule hundreds of sub‑agents, turning chat‑based plans into auditable code suitable for large‑scale audits, migrations, adversarial reviews, and long‑tail clean‑ups while exposing clear limits on concurrency, permissions, and token cost.

AI AgentsClaudeCode Review

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Turning Multi‑Agent Orchestration into Reviewable Code with Claude Dynamic Workflows

JD Retail Technology

Jun 21, 2017 · Backend Development

From Open‑Source to Self‑Developed: JD.com’s One‑Month Migration of Hundreds of Millions of Images

The article describes how JD.com transitioned from open‑source tools to its own distributed file system JFS, completed a massive one‑month migration of billions of images, improved compression with Intel‑optimized pipelines and blind‑watermark technology, and outlines the ongoing scalability and security innovations.

Distributed File SystemImage storageLarge-Scale Migration

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From Open‑Source to Self‑Developed: JD.com’s One‑Month Migration of Hundreds of Millions of Images

Efficient Ops

Jan 18, 2016 · Operations

How Tencent Migrated 200M QQ Users After a Tianjin Explosion

When a massive container explosion threatened Tencent's Tianjin data center, the operations team executed a 24‑hour, continent‑wide user migration that moved over 200 million QQ users to Shenzhen and Shanghai without service interruption, showcasing unprecedented disaster‑recovery capabilities.

Large-Scale MigrationOperationsTencent

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How Tencent Migrated 200M QQ Users After a Tianjin Explosion