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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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Recent Articles

Latest from JD Cloud Developers

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JD Cloud Developers
JD Cloud Developers
Sep 4, 2026 · Mobile Development

Codex-Driven Mobile Full-Stack: From Relay Prototypes to Deliverable Pipelines

The article presents a reusable method for mobile AI full-stack development using Codex, emphasizing contract management over code generation. It distinguishes mobile C-end from PC admin pages, defines five contracts (visual, interaction, data, business, engineering), outlines a 7-step process from Relay prototype parsing to dual acceptance, and shows how backend engineers can own mobile delivery without compromising UX.

AI-assisted developmentCodexContract Management
0 likes · 27 min read
Codex-Driven Mobile Full-Stack: From Relay Prototypes to Deliverable Pipelines
JD Cloud Developers
JD Cloud Developers
Sep 1, 2026 · Artificial Intelligence

Claude Code vs Codex: Deep Architectural Comparison of AI Agent Memory Systems

This article provides an architecture-level comparison of Claude Code's four-layer automated memory system (CLAUDE.md, Auto Memory, Session Memory, AutoDream) versus Codex's two-layer manual declarative system (AGENTS.md + Session Context), analyzing persistence strategies, cross-session transfer, context compression, MCP support, and design philosophy trade-offs between automation and controllability.

AGENTS.mdAI Agent MemoryAutoDream
0 likes · 52 min read
Claude Code vs Codex: Deep Architectural Comparison of AI Agent Memory Systems
JD Cloud Developers
JD Cloud Developers
Aug 25, 2026 · Artificial Intelligence

Skill-up: Open-Source Evaluation Tool for AI Agent Skills

This article introduces Skill-up, an open-source command-line tool from Alibaba for evaluating Agent Skills in AI-assisted programming, covering its directory structure, installation methods, key commands for running evaluations across different engines, and a demonstration of creating and running test cases with report generation.

AI-assisted programmingAgent SkillsAlibaba
0 likes · 5 min read
Skill-up: Open-Source Evaluation Tool for AI Agent Skills
JD Cloud Developers
JD Cloud Developers
Aug 4, 2026 · Artificial Intelligence

NaviAgent: Scalable Tool Orchestration for Oxygen Agents via Graph‑Driven Bilevel Planning

The paper introduces NaviAgent, a double‑layer architecture that separates LLM‑based planning from graph‑driven tool navigation, explicitly models API‑parameter dependencies, continuously updates the tool graph with execution feedback, and achieves up to 13.1 % higher task success rates on large‑scale API benchmarks.

AI agentsGraph ModelingLLM
0 likes · 16 min read
NaviAgent: Scalable Tool Orchestration for Oxygen Agents via Graph‑Driven Bilevel Planning
JD Cloud Developers
JD Cloud Developers
Aug 3, 2026 · Artificial Intelligence

Hands‑On Review of 9 AI Architecture Diagram Tools – From Mermaid Beautifier to GPT‑Image2

This article evaluates nine open‑source AI‑powered diagram tools, categorising them into DSL‑based, interactive HTML, and AI‑assisted applications, and provides detailed comparisons, typical use‑cases, strengths, limitations, and a decision matrix to help engineers choose the right solution for technical documentation, architecture reviews, and visual presentations.

AIArchitecture DiagramGPT-Image2
0 likes · 27 min read
Hands‑On Review of 9 AI Architecture Diagram Tools – From Mermaid Beautifier to GPT‑Image2
JD Cloud Developers
JD Cloud Developers
Jul 30, 2026 · Artificial Intelligence

Stop Micromanaging Claude Code: How to Make It Work Autonomously

The article explains why most users interact with Claude Code step‑by‑step, then shows how to give it self‑checking goals, persistent state files, the /goal command, plan mode, and Dynamic Workflows so it can operate independently, with real‑world examples and clear limits.

AI coding assistantClaude CodeDynamic Workflows
0 likes · 17 min read
Stop Micromanaging Claude Code: How to Make It Work Autonomously
JD Cloud Developers
JD Cloud Developers
Jul 29, 2026 · Artificial Intelligence

DirectFisheye‑GS: A New Breakthrough in Native Fisheye Gaussian Splatting (CVPR 2026)

The Oxygen XR team and Tsinghua University propose DirectFisheye‑GS, a framework that embeds a fisheye camera model directly into the 3D Gaussian splatting pipeline and introduces cross‑view joint optimization, eliminating distortion and view‑inconsistency while achieving SOTA performance on multiple public datasets with efficient rendering and reconstruction.

3D reconstructionComputer VisionCross-View Optimization
0 likes · 11 min read
DirectFisheye‑GS: A New Breakthrough in Native Fisheye Gaussian Splatting (CVPR 2026)
JD Cloud Developers
JD Cloud Developers
Jul 28, 2026 · Artificial Intelligence

How Haibo’s AI‑Native Framework Harnesses Double‑Loop Architecture, Knowledge Bases, and Self‑Iterating Skills

The article analyses Haibo’s AI‑Native development roadmap, which replaces ad‑hoc conversational AI assistants with a structured, file‑driven engineering system featuring a double‑layer governance model, three‑tier skill/agent/rule assets, a Google‑OKF knowledge base, self‑optimising skill loops, and real‑world case studies that demonstrate massive efficiency and cost gains.

AI-nativeAutomationcase study
0 likes · 16 min read
How Haibo’s AI‑Native Framework Harnesses Double‑Loop Architecture, Knowledge Bases, and Self‑Iterating Skills
JD Cloud Developers
JD Cloud Developers
Jul 22, 2026 · Cloud Native

How AI Quickly Reads Your Codebase: Three Evolutions of Joy-Code-Graph Cloud Service

The article explains how Joy-Code-Graph transforms AI code assistants from blind guesswork into globally aware tools by deploying a self‑hosted, cloud‑native code graph service that integrates directly with Joygen, offers zero‑install sandbox access, and persistently stores the graph in a dedicated repository branch.

AI programmingCloud NativeJoygen integration
0 likes · 10 min read
How AI Quickly Reads Your Codebase: Three Evolutions of Joy-Code-Graph Cloud Service