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Huawei Cloud Developer Alliance
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Huawei Cloud Developer Alliance

The Huawei Cloud Developer Alliance creates a tech sharing platform for developers and partners, gathering Huawei Cloud product knowledge, event updates, expert talks, and more. Together we continuously innovate to build the cloud foundation of an intelligent world.

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Recent Articles

Latest from Huawei Cloud Developer Alliance

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Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Apr 2, 2026 · Cloud Native

How Kthena Enables Production‑Grade LLM Inference on Kubernetes

This article analyzes the cloud‑native challenges of deploying large‑model inference on Kubernetes and presents Kthena’s architecture—ModelServing, Router, Autoscaler, and ModelBooster—along with Volcano integration, vLLM‑Ascend setup, and a real‑world Qwen3‑235B deployment case, highlighting performance gains and future directions.

Cloud NativeKthenaKubernetes
0 likes · 13 min read
How Kthena Enables Production‑Grade LLM Inference on Kubernetes
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Mar 26, 2026 · Artificial Intelligence

How to Build a Full‑Stack RAG Chatbot Using LangChain, FAISS & Langfuse

This guide walks through an end‑to‑end RAG implementation with LangChain, covering multi‑format document loading, recursive text splitting, embedding selection, FAISS vector storage, ConversationalRetrievalChain setup, prompt engineering, source citation, Langfuse observability, and best‑practice configuration management.

FAISSLLMOpsLangChain
0 likes · 13 min read
How to Build a Full‑Stack RAG Chatbot Using LangChain, FAISS & Langfuse
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Mar 23, 2026 · Artificial Intelligence

How Agent Skills Solve LLM Development Pain Points and Gain Standard Status

The article analyses the emergence of Agent Skills as an open LLM standard, explains the technical shortcomings of current prompt‑centric workflows, describes the three‑layer skill architecture and its benefits for reuse, versioning and organization‑wide deployment, and discusses current limitations and future evolution paths.

AI standardsAgent skillsLLM
0 likes · 29 min read
How Agent Skills Solve LLM Development Pain Points and Gain Standard Status
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Mar 17, 2026 · Artificial Intelligence

How Tool‑Driven AI IDEs Cut Token Costs and Boost Determinism in Enterprise Coding

The article examines two divergent AI programming tool strategies—model‑centric brute‑force scaling versus tool‑driven deterministic engineering—detailing Huawei Cloud CodeArts' semantic core, its indexing and execution mechanisms, experimental evaluations, and the resulting cost, performance, and reliability benefits for large‑scale software development.

AI programmingCodeArtsLLM cost reduction
0 likes · 20 min read
How Tool‑Driven AI IDEs Cut Token Costs and Boost Determinism in Enterprise Coding
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Feb 27, 2026 · Artificial Intelligence

Why AI Coding Tools Struggle with Enterprise-Scale Software—and How Huawei’s CodeArts Bridges the Gap

The article explains that while AI‑assisted programming excels at small scripts, it faces three fundamental engineering challenges—code‑scale semantic gaps, long‑term maintainability, and high fault costs—in enterprise Java projects, and describes how Huawei Cloud CodeArts tackles these issues with a five‑layer “foundation” architecture.

AI programmingStatic analysiscode generation
0 likes · 12 min read
Why AI Coding Tools Struggle with Enterprise-Scale Software—and How Huawei’s CodeArts Bridges the Gap
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Feb 5, 2026 · Artificial Intelligence

How to Deploy OpenClaw AI Assistant on Huawei Cloud and Auto‑Push Hot News to Feishu

This step‑by‑step guide shows developers how to create a Huawei Cloud development environment, obtain MaaS model tokens, install and configure the OpenClaw AI assistant, integrate it with Feishu via a plugin, set permissions and event callbacks, and finally enable automatic hot‑news push using Python code.

AIFeishuHuawei Cloud
0 likes · 10 min read
How to Deploy OpenClaw AI Assistant on Huawei Cloud and Auto‑Push Hot News to Feishu
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Dec 2, 2025 · Artificial Intelligence

Why Hierarchical Reasoning Model (HRM) Beats Large Models on ARC with Few Samples

The Hierarchical Reasoning Model (HRM) draws on brain-inspired hierarchical processing to achieve state‑of‑the‑art performance on ARC, Sudoku‑Extreme, and Maze‑Hard tasks using under a thousand training examples, while exposing generalization limits on private test sets.

ARC BenchmarkAdaptive Computation TimeHierarchical Reasoning
0 likes · 11 min read
Why Hierarchical Reasoning Model (HRM) Beats Large Models on ARC with Few Samples
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Nov 24, 2025 · Artificial Intelligence

How to Supercharge Transformer AI Agents with Model Compression and Inference Acceleration

This article explains why Transformer models dominate modern AI agents, outlines the challenges of large parameter counts and latency, and presents a comprehensive guide to model compression (parameter sharing, knowledge distillation, quantization, pruning) and inference acceleration (parallel computing, optimized attention, TensorRT deployment), complete with PyTorch code examples and a real‑world case study showing speed‑up and storage savings.

AI AgentInference AccelerationPyTorch
0 likes · 34 min read
How to Supercharge Transformer AI Agents with Model Compression and Inference Acceleration
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Nov 20, 2025 · Artificial Intelligence

Top 12 Must‑Read Books Bridging Mathematics and AI

This article curates twelve classic textbooks that connect core mathematical concepts—linear algebra, calculus, probability, statistics, and optimization—with machine‑learning theory and practice, offering concise descriptions, author information, and direct links for readers seeking a solid mathematical foundation for AI.

AIBooksFoundations
0 likes · 14 min read
Top 12 Must‑Read Books Bridging Mathematics and AI