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Tencent Cloud Developer
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Tencent Cloud Developer

Official Tencent Cloud community account that brings together developers, shares practical tech insights, and fosters an influential tech exchange community.

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Recent Articles

Latest from Tencent Cloud Developer

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Tencent Cloud Developer
Tencent Cloud Developer
Sep 9, 2025 · Artificial Intelligence

How to Master AI Code Generation: Overcoming Token Limits and Boosting Context Windows

This article explores the challenges developers face with AI‑assisted code generation, explains token mechanisms and context windows, and presents practical engineering methods—including prompt design, context management, and retrieval techniques—to improve code quality, maintainability, and collaboration while staying within model token limits.

0 likes · 33 min read
How to Master AI Code Generation: Overcoming Token Limits and Boosting Context Windows
Tencent Cloud Developer
Tencent Cloud Developer
Sep 5, 2025 · Fundamentals

Why Single‑Thread CPU Loads Crash While Multi‑Threaded Loads Stay Stable – A Debugging Case Study

The article investigates intermittent crashes on an i9‑13900K when a single thread runs at full load, analyzes CPU voltage fluctuations, documents the debugging process using DirectXShaderCompiler, and demonstrates how converting a PSO warm‑up to multi‑threaded execution eliminates crashes and dramatically improves launch speed.

Crashcpuhardware
0 likes · 6 min read
Why Single‑Thread CPU Loads Crash While Multi‑Threaded Loads Stay Stable – A Debugging Case Study
Tencent Cloud Developer
Tencent Cloud Developer
Sep 4, 2025 · Artificial Intelligence

Transform Your Coding Workflow: AI Collaboration Strategies That Cut Development Time

This article presents a practical AI collaboration framework for developers, detailing three core work scenarios, three counter‑intuitive techniques, implementation steps, and deeper mindset shifts that together can dramatically accelerate programming tasks and expand team capabilities.

AI collaborationAnthropic practicessoftware development
0 likes · 18 min read
Transform Your Coding Workflow: AI Collaboration Strategies That Cut Development Time
Tencent Cloud Developer
Tencent Cloud Developer
Sep 4, 2025 · Artificial Intelligence

Why Youtu-Agent Sets a New Standard for Open‑Source AI Agents

Youtu-Agent, an open‑source agent framework released by Tencent Youtu Lab, combines minimalist design with high performance, delivers strong benchmark results without training or proprietary models, and offers flexible, cost‑effective, automated agent generation for researchers, developers, and AI enthusiasts.

AI AgentsLLMYoutu-Agent
0 likes · 12 min read
Why Youtu-Agent Sets a New Standard for Open‑Source AI Agents
Tencent Cloud Developer
Tencent Cloud Developer
Sep 3, 2025 · Databases

Deep Dive into GORM: Architecture, Internals, and Common Pitfalls

This article provides a comprehensive overview of Go's powerful GORM ORM library, covering its core concepts, architecture, internal logic, common pitfalls, practical tips, and advanced features such as soft deletes, transaction handling, batch operations, and integration with trpc-go, helping developers master GORM's inner workings.

DatabaseGORMGo
0 likes · 26 min read
Deep Dive into GORM: Architecture, Internals, and Common Pitfalls
Tencent Cloud Developer
Tencent Cloud Developer
Sep 2, 2025 · Backend Development

How to Build a Scalable Enterprise Unified Message Push System

This article examines the core challenges of multi‑channel integration, high concurrency, reliability, and extensibility, then walks through a full‑link push workflow and presents a four‑layer architecture—including access, business, service, and storage layers—to guide the design of a robust, scalable enterprise message‑push platform.

Message PushSystem architecturebackend
0 likes · 10 min read
How to Build a Scalable Enterprise Unified Message Push System
Tencent Cloud Developer
Tencent Cloud Developer
Aug 27, 2025 · Fundamentals

Mastering Software Architecture: 15 Universal Principles, Common Pitfalls, and Evolution from Monolith to Microservices

This article explains the core concept of software architecture as elements, structure, and connections, distinguishes systems, subsystems, modules, components and frameworks, compares architecture classifications, describes the evolution from monolithic to distributed and microservice designs, presents fifteen practical design principles, and warns about six typical architectural pitfalls.

design principlesdistributed systemsmicroservices
0 likes · 23 min read
Mastering Software Architecture: 15 Universal Principles, Common Pitfalls, and Evolution from Monolith to Microservices
Tencent Cloud Developer
Tencent Cloud Developer
Aug 26, 2025 · Artificial Intelligence

Building a Scalable, Observable Recommendation Scheduling Engine from Scratch

This article explains how recommendation systems work, distinguishes online services from offline computation, outlines a typical recommendation flow, and presents a three‑stage evolution (1.0, 2.0, 3.0) with design principles for stability, observability, and efficiency, culminating in a DAG‑based orchestration and traceable execution.

AIobservabilityrecommendation
0 likes · 13 min read
Building a Scalable, Observable Recommendation Scheduling Engine from Scratch
Tencent Cloud Developer
Tencent Cloud Developer
Aug 19, 2025 · Artificial Intelligence

Demystifying LLMs: From Transformers to Agents, Prompts, and Function Calling

This article explains the fundamentals of large language models, covering transformer self‑attention, prompt engineering, API usage with temperature and tool parameters, function calling, agent architectures, the Model Context Protocol (MCP), Agent‑to‑Agent (A2A) communication, and future AI programming roles.

A2AAI AgentsFunction Calling
0 likes · 11 min read
Demystifying LLMs: From Transformers to Agents, Prompts, and Function Calling