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Tencent Technical Engineering
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Tencent Technical Engineering

Official account of Tencent Technology. A platform for publishing and analyzing Tencent's technological innovations and cutting-edge developments.

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Tencent Technical Engineering
Tencent Technical Engineering
Mar 2, 2026 · Artificial Intelligence

Turn AI from Intern to Certified Expert with CloudBase Agent Skills

This article explains how to package eight years of cloud development experience into Agent Skills, enabling AI to generate production‑ready code, overcome local‑only limitations, and follow secure engineering practices through progressive skill loading, cloud‑native authentication, and database access controls.

AI Agent SkillsProduction‑Ready AIcloudbase
0 likes · 20 min read
Turn AI from Intern to Certified Expert with CloudBase Agent Skills
Tencent Technical Engineering
Tencent Technical Engineering
Feb 27, 2026 · Artificial Intelligence

What Will AI Look Like in 2026? Insights from 8 Tech Giants

This article compiles and analyzes 2026 AI trend reports from eight leading technology companies, highlighting key themes such as AI agents, infrastructure, application scenarios, safety regulations, quantitative metrics, and shared consensus points to forecast the next phase of AI development.

2026 predictionsAI agentsAI governance
0 likes · 14 min read
What Will AI Look Like in 2026? Insights from 8 Tech Giants
Tencent Technical Engineering
Tencent Technical Engineering
Feb 11, 2026 · Backend Development

How WFS Ultra Achieved 200 Gbps TCP Throughput, Surpassing RDMA‑Based 3FS

The article details how the WFS Ultra project re‑engineered a traditional TCP‑based distributed file system with a Run‑To‑Completion thread model, ultra‑core async networking, full‑link zero‑copy, and load‑adaptive prefetch, enabling 200 Gbps Fio throughput that exceeds the RDMA‑accelerated 3FS benchmark.

Run-to-CompletionTCP performanceWFS Ultra
0 likes · 10 min read
How WFS Ultra Achieved 200 Gbps TCP Throughput, Surpassing RDMA‑Based 3FS
Tencent Technical Engineering
Tencent Technical Engineering
Feb 2, 2026 · Artificial Intelligence

Why Neural Networks Are the Hidden Engine Behind Modern AI: From Basics to Large Language Models

This comprehensive guide walks through the fundamentals of neural networks, activation functions, training methods, and how they power large language models, while also covering tokenization, self‑attention, transformer architectures, AI infrastructure, and practical usage through agents and retrieval‑augmented generation.

Artificial IntelligenceGPU infrastructureTransformer
0 likes · 75 min read
Why Neural Networks Are the Hidden Engine Behind Modern AI: From Basics to Large Language Models
Tencent Technical Engineering
Tencent Technical Engineering
Jan 30, 2026 · Artificial Intelligence

Can Rendering Thought Chains as Images Speed Up LLM Reasoning?

This article introduces Render‑of‑Thought (RoT), a novel paradigm that compresses chain‑of‑thought reasoning into visual embeddings using frozen vision encoders, achieving 3‑4× token reduction, faster inference, and improved interpretability while requiring minimal pre‑training.

Vision-Languagechain of thoughtinference optimization
0 likes · 12 min read
Can Rendering Thought Chains as Images Speed Up LLM Reasoning?
Tencent Technical Engineering
Tencent Technical Engineering
Jan 28, 2026 · Artificial Intelligence

Deploy Clawdbot: Turn Your Computer into a Local‑First AI Personal Assistant

This article introduces Clawdbot, a local‑first AI agent that runs on your machine, explains its architecture and unique product positioning, provides step‑by‑step deployment instructions (including environment setup, cloning, configuration, and launching), and discusses advanced skill integration, security risks, and broader implications for AI‑driven workflows.

AITelegramlocal-first
0 likes · 8 min read
Deploy Clawdbot: Turn Your Computer into a Local‑First AI Personal Assistant
Tencent Technical Engineering
Tencent Technical Engineering
Jan 23, 2026 · Artificial Intelligence

Unlocking AI Infra: Distributed Inference, PD Separation, TileLang, and Next‑Gen Agent Infrastructure

This article surveys the 2025 AI infrastructure landscape, covering distributed inference with PD‑separation, dynamic DOPD scheduling, AFD attention‑FFN disaggregation, high‑bandwidth cross‑machine communication libraries, the TileLang programming model, RL train‑inference decoupling via SeamlessFlow, and secure, low‑latency agent infra designs for future large‑scale models.

AI infrastructureDistributed inferenceGPU communication
0 likes · 27 min read
Unlocking AI Infra: Distributed Inference, PD Separation, TileLang, and Next‑Gen Agent Infrastructure
Tencent Technical Engineering
Tencent Technical Engineering
Jan 9, 2026 · Artificial Intelligence

Why Traditional Spec‑Driven Tools Fail and How AI‑Powered Context Engineering Can Supercharge Development

This article analyzes the shortcomings of spec‑driven tools like speckit and openspec in complex enterprise environments, introduces context engineering and compound engineering concepts, and presents a practical AI‑engineered workflow that reduces marginal cost, captures knowledge automatically, and makes AI tools feel invisible to developers.

AI engineeringCompound EngineeringContext Engineering
0 likes · 48 min read
Why Traditional Spec‑Driven Tools Fail and How AI‑Powered Context Engineering Can Supercharge Development