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JD Cloud Developers

JD Cloud Developers (Developer of JD Technology) is a JD Technology Group platform offering technical sharing and communication for AI, cloud computing, IoT and related developers. It publishes JD product technical information, industry content, and tech event news. Embrace technology and partner with developers to envision the future.

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Latest from JD Cloud Developers

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JD Cloud Developers

Mar 16, 2026 · Operations

Why Traditional Monitoring Fails for AI Supercomputing and How to Build Next‑Gen Intelligent Monitoring

In the era of hundred‑thousand‑GPU clusters and trillion‑parameter models, conventional monitoring can no longer rely on simple alerts; it must become an observability system that quantifies training and inference performance, breaks data silos across data centers, servers, and networks, and provides business‑aware insights for AI infrastructure.

AI InfrastructureLarge Models

0 likes · 10 min read

Why Traditional Monitoring Fails for AI Supercomputing and How to Build Next‑Gen Intelligent Monitoring

JD Cloud Developers

Mar 3, 2026 · Mobile Development

How to Integrate AI into Mobile Apps Without Sacrificing User Experience

This article examines the practical challenges of adding AI features to mobile clients, highlighting device fragmentation, performance trade‑offs, user pain points, and a layered approach that balances lightweight models, graceful degradation, and edge‑cloud collaboration to keep the experience smooth for the majority of users.

AI integrationAR gesturesdevice fragmentation

0 likes · 15 min read

How to Integrate AI into Mobile Apps Without Sacrificing User Experience

JD Cloud Developers

Mar 2, 2026 · Artificial Intelligence

How AI Agents Are Revolutionizing Insurance: Methodology, Economics, and Technical Blueprint

This comprehensive guide explains how AI agents can be selected, designed, and deployed across the insurance supply chain, detailing their economic impact, technical architecture—including domain‑specific large models, knowledge bases, planning strategies, and reinforcement‑learning loops—and outlines future roadmaps for pricing, fulfillment, and risk‑control automation.

AI AgentArtificial IntelligenceInsurance

0 likes · 43 min read

How AI Agents Are Revolutionizing Insurance: Methodology, Economics, and Technical Blueprint

JD Cloud Developers

Feb 4, 2026 · Artificial Intelligence

How Deep Research Transforms LLMs into Autonomous AI Researchers

This article examines Deep Research, an AI system that adds autonomous planning and deep reasoning to large language models, enabling them to browse the web, perform long‑chain reasoning, and generate professional, citation‑rich reports for complex tasks such as industry trend analysis and technical competitive research.

AI researchInformation RetrievalLLM

0 likes · 22 min read

How Deep Research Transforms LLMs into Autonomous AI Researchers

JD Cloud Developers

Jan 30, 2026 · Artificial Intelligence

Scaling Generative Recommendation: Inside JD’s 9N-LLM Multi‑Framework Training Engine

This article details JD Retail’s 9N-LLM unified training engine, which integrates TensorFlow and PyTorch across GPU and NPU hardware to tackle the massive data, model size, and reinforcement‑learning complexities of generative recommendation, offering concrete components, performance benchmarks, and future directions.

GPU/NPUPyTorchTensorFlow

0 likes · 26 min read

Scaling Generative Recommendation: Inside JD’s 9N-LLM Multi‑Framework Training Engine

JD Cloud Developers

Jan 26, 2026 · Backend Development

Build a Multi-Protocol MCP Server in TypeScript: stdio, StreamableHttp & SSE

This article introduces a TypeScript MCP‑Server framework that simultaneously supports stdio, StreamableHttp, and SSE protocols, explains its motivations, core features, directory layout, startup commands, production configuration, key code snippets, and showcases deployment results.

MCPMulti-ProtocolServer

0 likes · 9 min read

Build a Multi-Protocol MCP Server in TypeScript: stdio, StreamableHttp & SSE

JD Cloud Developers

Jan 21, 2026 · Frontend Development

Automate Frontend i18n with JoyCode and i18n-mcp: From Weeks to Hours

This article explains how to use JoyCode together with the custom i18n-mcp tool to automatically extract, translate, and replace hard‑coded Chinese strings in Vue/JS/TS projects, dramatically reducing i18n migration effort from weeks to just a few hours.

AIJoyCodeVue

0 likes · 8 min read

Automate Frontend i18n with JoyCode and i18n-mcp: From Weeks to Hours

JD Cloud Developers

Jan 16, 2026 · Information Security

How to Capture Network Packets Remotely with Wireshark and rpcapd

This guide explains why local packet captures can be impractical for real‑time analysis, then walks through installing rpcapd, configuring network requirements, launching the remote capture service, and setting up Wireshark to capture traffic from a distant machine.

Remote CaptureWinPcapWireshark

0 likes · 4 min read

How to Capture Network Packets Remotely with Wireshark and rpcapd

JD Cloud Developers

Jan 15, 2026 · Artificial Intelligence

Uni-Layout: Unifying Layout Generation with Human Feedback and Dynamic Alignment

Uni-Layout introduces a unified framework that combines a multimodal large language model‑based generator, a human‑like evaluator trained on the large Layout‑HF100k dataset, and a Dynamic Margin Preference Optimization (DMPO) method to align generation and evaluation, achieving state‑of‑the‑art results across diverse layout tasks.

DMPOEvaluationHuman Feedback

0 likes · 11 min read

Uni-Layout: Unifying Layout Generation with Human Feedback and Dynamic Alignment

JD Cloud Developers

Jan 12, 2026 · Frontend Development

Getting Started with Playwright: Install, Configure, and Write Your First Tests

This guide explains why Playwright is essential for modern front‑end testing, walks through installation, project setup, core APIs for GET/POST requests, and provides a runnable demo to help developers quickly adopt automated testing in their web projects.

API-testingFrontend TestingNode.js

0 likes · 5 min read

Getting Started with Playwright: Install, Configure, and Write Your First Tests