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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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Latest from Tencent Technical Engineering

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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 infrastructureAgent SystemsGPU 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 EngineeringContext Engineeringcompound-engineering
0 likes · 48 min read
Why Traditional Spec‑Driven Tools Fail and How AI‑Powered Context Engineering Can Supercharge Development
Tencent Technical Engineering
Tencent Technical Engineering
Dec 29, 2025 · Artificial Intelligence

Automate PPT Creation with CodeBuddy AI Skills: A Hands‑On Guide

This article walks through the common pain points of manual PPT preparation and shows how CodeBuddy’s document‑skills PPTX skill can automate slide generation, editing, and templating through step‑by‑step installation, configuration, and practical examples, including code snippets and visual results.

AICodeBuddyPPT automation
0 likes · 36 min read
Automate PPT Creation with CodeBuddy AI Skills: A Hands‑On Guide
Tencent Technical Engineering
Tencent Technical Engineering
Dec 24, 2025 · Artificial Intelligence

Build a Mini LLM from Scratch: Step‑by‑Step Guide to Tokenizer, Attention, and Transformer

This article walks through constructing a small large‑language model from the ground up, covering model architecture, tokenization methods, BPE vocabulary building, embedding, positional encoding, attention mechanisms, multi‑head attention, transformer blocks, training pipelines, inference, and sampling strategies, all with runnable Python code.

LLMPythonTransformer
0 likes · 34 min read
Build a Mini LLM from Scratch: Step‑by‑Step Guide to Tokenizer, Attention, and Transformer
Tencent Technical Engineering
Tencent Technical Engineering
Dec 19, 2025 · Artificial Intelligence

How Safe Is AI-Generated Code? Real‑World Risks and Mitigation Strategies

This study investigates the security performance of AI‑generated code in real‑world software projects, revealing high vulnerability rates, language‑specific adoption patterns, and evolving roles in the vulnerability lifecycle, and proposes a multi‑dimensional framework for risk mitigation and safe AI‑assisted development.

AIEmpirical StudySoftware Security
0 likes · 16 min read
How Safe Is AI-Generated Code? Real‑World Risks and Mitigation Strategies
Tencent Technical Engineering
Tencent Technical Engineering
Dec 15, 2025 · Artificial Intelligence

How to Add Human‑in‑the‑Loop Interrupts to LangGraph Agents for Safe, Controllable AI Workflows

This guide explains the concept of human‑in‑the‑loop (HITL) interruptions in LangGraph, outlines the core mechanisms such as persistent state and dynamic/static interrupts, and provides detailed Python examples for four classic patterns—approval/rejection, state editing, tool‑call review, and input validation—plus advanced topics like parallel interrupts and MCP‑based tool integration.

AI agentsHuman-in-the-LoopLangGraph
0 likes · 35 min read
How to Add Human‑in‑the‑Loop Interrupts to LangGraph Agents for Safe, Controllable AI Workflows