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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
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
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Nov 5, 2025 · Fundamentals

Why static_cast Beats C‑Style Casts in Modern C++

This article explains how static_cast provides compile‑time type safety, clearer intent, and zero runtime overhead compared to C‑style casts, covering basic arithmetic, pointer, and enum conversions, the compiler’s processing steps, practical examples, and best‑practice recommendations for safe C++ coding.

Cbest practicescompile-time safety
0 likes · 14 min read
Why static_cast Beats C‑Style Casts in Modern C++
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Nov 3, 2025 · Artificial Intelligence

How AI Agents Are Revolutionizing Technology: The New Engine of Innovation

This article explores the rise of AI agents—from their definition as intelligent digital assistants powered by large language models to their evolution through planning, memory, and tool use—highlighting real‑world applications, core technical mechanisms, code implementations, and future trends such as autonomy, multimodal fusion, standardization, and safety considerations.

AI AgentAutonomous AILarge Language Model
0 likes · 24 min read
How AI Agents Are Revolutionizing Technology: The New Engine of Innovation
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Oct 31, 2025 · Artificial Intelligence

Beyond Transformers: Exploring Post‑Transformer Architectures for Long‑Sequence Modeling

This article reviews the emerging post‑Transformer research landscape, covering linear state‑space models, efficient attention approximations, MLP/conv/RNN hybrids, sparse and causal attention mechanisms, and outlines future trends that may complement or replace the classic Transformer architecture for handling ultra‑long sequences.

AIEfficient AttentionSparse Attention
0 likes · 17 min read
Beyond Transformers: Exploring Post‑Transformer Architectures for Long‑Sequence Modeling
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Oct 30, 2025 · Frontend Development

Why Next.js Is the Go‑To Framework for High‑Performance Modern Web Apps

Next.js, a React‑based frontend framework, combines SPA and MPA advantages through hybrid rendering, offering automatic file‑system routing, flexible SSR/SSG/CSR/ISR strategies, built‑in API routes, image optimization, middleware and edge computing, making it ideal for e‑commerce, CMS, enterprise dashboards and SEO‑critical sites.

ReActSSRfrontend
0 likes · 8 min read
Why Next.js Is the Go‑To Framework for High‑Performance Modern Web Apps
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Oct 29, 2025 · Artificial Intelligence

Building Multimodal AI Agents: From Vision‑Language Fusion to Action

This article explores the rise of multimodal agents that integrate language, vision, and action, detailing their core architecture, model fusion strategies, decision chain, and a practical Python implementation using GPT‑4o‑mini and BLIP, while also discussing future extensions such as reinforcement learning and robotic control.

Agent architecturePython implementationRobotics
0 likes · 9 min read
Building Multimodal AI Agents: From Vision‑Language Fusion to Action
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Oct 28, 2025 · Databases

Why HBase Can’t Connect to Zookeeper and How to Fix It

This guide explains why HBase may fail to connect to Zookeeper in distributed storage environments and provides step‑by‑step troubleshooting, including service checks, configuration validation, network testing, log analysis, version compatibility, service restarts, and Java code examples with retry logic.

ConfigurationHBaseJava
0 likes · 11 min read
Why HBase Can’t Connect to Zookeeper and How to Fix It