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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
Feb 26, 2026 · Artificial Intelligence

Building a Minimalist AI Agent Framework: Theory, Architecture, and Code Walkthrough

This article explains the fundamentals of AI agents, compares major frameworks, introduces the ReAct, Plan‑and‑Execute, and Reflection paradigms, and provides a step‑by‑step Python implementation of a lightweight agent loop with LLM calls, tool execution, and context engineering, complete with usage examples and references.

AI AgentContext EngineeringLLM
0 likes · 28 min read
Building a Minimalist AI Agent Framework: Theory, Architecture, and Code Walkthrough
Tencent Cloud Developer
Tencent Cloud Developer
Feb 4, 2026 · Backend Development

How We Cut Server Costs by 82%: Refactoring a High‑Concurrency QQ Game Service from C++ to Go with Kafka

This article details the redesign of a core QQ game achievement service that suffered from low resource utilization and heavy CAS contention, describing how moving from a synchronous C++ implementation to an asynchronous Go‑Kafka pipeline eliminated lock conflicts, reduced server count by 82%, and dramatically improved latency and stability.

Kafkahigh concurrencyrefactoring
0 likes · 11 min read
How We Cut Server Costs by 82%: Refactoring a High‑Concurrency QQ Game Service from C++ to Go with Kafka
Tencent Cloud Developer
Tencent Cloud Developer
Jan 27, 2026 · Cloud Computing

Deploy Clawdbot on Tencent Cloud Lighthouse in Minutes – Step‑by‑Step Guide

This tutorial walks you through deploying the AI‑powered Clawdbot agent on Tencent Cloud Lighthouse, covering server creation, SSH access, one‑click template installation, interactive onboarding configuration, model and Discord integration, gateway startup, pairing, and verification to achieve a continuously running personal AI assistant.

AI AgentClawdbotLighthouse
0 likes · 15 min read
Deploy Clawdbot on Tencent Cloud Lighthouse in Minutes – Step‑by‑Step Guide
Tencent Cloud Developer
Tencent Cloud Developer
Jan 20, 2026 · Artificial Intelligence

From Transformers to Agents: A Complete Timeline of Large Language Model Evolution

This article traces the evolution of large language models from the 2017 Transformer breakthrough through successive milestones such as BERT, GPT‑3, RL‑HF alignment, multimodal extensions, open‑source alternatives, and the rise of retrieval‑augmented generation, AI agents, and emerging protocols that shape modern AI applications.

Large Language ModelsOpen‑source ModelsRAG
0 likes · 44 min read
From Transformers to Agents: A Complete Timeline of Large Language Model Evolution
Tencent Cloud Developer
Tencent Cloud Developer
Jan 14, 2026 · Artificial Intelligence

Turn Simple Text into Detailed AI Image Prompts: A Step‑by‑Step Guide

This guide explains how to use advanced AI models such as Gemini, Midjourney, and Stable Diffusion to expand brief, informal user descriptions into comprehensive, high‑quality English prompts that include visual style, subject details, environment, lighting, and camera parameters for image or video generation.

AI Prompt EngineeringMidjourneyPrompt design
0 likes · 14 min read
Turn Simple Text into Detailed AI Image Prompts: A Step‑by‑Step Guide
Tencent Cloud Developer
Tencent Cloud Developer
Jan 7, 2026 · Artificial Intelligence

How Context Engineering Powers the Next Generation of AI Agents

Transitioning from simple chatbots to sophisticated agents, this article explains how expanding context becomes a core variable, detailing the evolution from prompt engineering to context engineering, the challenges of managing growing context, and practical solutions like structured context, tool integration, and the MCP framework for reliable AI systems.

AgentLLMreliability
0 likes · 20 min read
How Context Engineering Powers the Next Generation of AI Agents
Tencent Cloud Developer
Tencent Cloud Developer
Dec 30, 2025 · Backend Development

Mastering Microservices: Design Principles, Service Modeling, Integration, and Scaling Strategies

This comprehensive guide explains microservice fundamentals, when to adopt them, key design principles, service modeling techniques, integration patterns, versioning, data handling, monolith decomposition, Conway's law, scaling tactics, and the situations where microservices may not be the right choice, providing actionable insights for building resilient backend systems.

Scalingarchitecturebackend
0 likes · 23 min read
Mastering Microservices: Design Principles, Service Modeling, Integration, and Scaling Strategies
Tencent Cloud Developer
Tencent Cloud Developer
Dec 24, 2025 · Backend Development

How IMA Scaled Its AI Knowledge Base from Monolith to Micro‑services

This article walks through the end‑to‑end design of IMA's AI‑driven knowledge base, covering its definition, core business flow, architecture evolution, data ingestion pipelines, management challenges, asynchronous processing, permission modeling, and the business value demonstrated by the prototype.

AI architectureKnowledge BaseRAG
0 likes · 14 min read
How IMA Scaled Its AI Knowledge Base from Monolith to Micro‑services