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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
Nov 10, 2025 · Artificial Intelligence

How Large Language Models Evolved in 2025: From DeepSeek to Kimi‑K2 and Beyond

This article maps the rapid evolution of open‑source large language models in 2025, explains the underlying architectural breakthroughs such as MLA, MoE, and NSA, compares dozens of models—including DeepSeek‑V3, OLMo2, Gemma3, Llama4, Qwen3, and Kimi‑K2—and highlights the emergence of powerful AI assistants like Dola, providing developers with a concise technical roadmap.

AI AssistantLLM efficiencyMixture of Experts
0 likes · 44 min read
How Large Language Models Evolved in 2025: From DeepSeek to Kimi‑K2 and Beyond
Tencent Technical Engineering
Tencent Technical Engineering
Nov 7, 2025 · Information Security

How AI Multi‑Agent Systems Are Revolutionizing Code Security Audits

This article explores how Wukong's AI‑driven multi‑agent architecture dramatically improves code security auditing by addressing context loss, scheduling imbalances, and integrating a data‑flywheel that turns bad cases into continuous model improvements, illustrated by a real NVIDIA Megatron‑LM vulnerability fix.

AICode AuditingMulti-agent
0 likes · 14 min read
How AI Multi‑Agent Systems Are Revolutionizing Code Security Audits
Tencent Technical Engineering
Tencent Technical Engineering
Nov 5, 2025 · Artificial Intelligence

iDetex: The Winning AI Model Transforming Image Quality Assessment

iDetex, the champion solution of the ICCV 2025 MIPI Detailed Image Quality Assessment Challenge, introduces a novel multimodal LLM-driven framework that precisely locates, describes, and grades image distortions, outperforming traditional IQA models and enabling practical deployments across video, live streaming, e‑commerce, and image‑processing pipelines.

AIICCV 2025computer vision
0 likes · 18 min read
iDetex: The Winning AI Model Transforming Image Quality Assessment
Tencent Technical Engineering
Tencent Technical Engineering
Oct 27, 2025 · Artificial Intelligence

How AI Programming Is Transforming Software Development – A Practical Guide

This article explores the strategic impact of AI‑assisted coding, outlines a comprehensive AI × SDLC methodology, showcases three real‑world scenarios—from end‑to‑end development pipelines to Figma‑to‑code automation and backend system evolution—while highlighting practical tips, pitfalls, and organizational changes needed to fully harness AI programming.

DevOpsprompt engineeringquality assurance
0 likes · 71 min read
How AI Programming Is Transforming Software Development – A Practical Guide
Tencent Technical Engineering
Tencent Technical Engineering
Oct 10, 2025 · Artificial Intelligence

How Tequila’s 1.58‑Bit Quantization Overcomes the Dead‑Zone Trap in LLMs

Tequila introduces a novel 1.58‑bit ternary quantization for large language models that tackles the dead‑zone trap by reactivating zero‑weight biases with dynamic offline offsets, achieving near‑full‑precision performance, faster convergence, and up to three‑fold CPU inference speedups.

AI inferenceLLM quantizationdynamic bias
0 likes · 9 min read
How Tequila’s 1.58‑Bit Quantization Overcomes the Dead‑Zone Trap in LLMs
Tencent Technical Engineering
Tencent Technical Engineering
Sep 26, 2025 · Fundamentals

10 Hidden C++ Performance Traps Every Developer Must Avoid

This article reveals ten common C++ performance pitfalls—from costly abstractions and virtual functions to hidden copies, destructors, and misuse of smart pointers—while also showcasing practical language features and optimization techniques that can dramatically improve runtime efficiency in production code.

C++Optimizationbest practices
0 likes · 28 min read
10 Hidden C++ Performance Traps Every Developer Must Avoid
Tencent Technical Engineering
Tencent Technical Engineering
Sep 22, 2025 · Information Security

Inside the RapperBot DDoS Botnet: Anatomy, Attack Tactics, and Defense Strategies

An in‑depth investigation reveals the rise and takedown of the RapperBot DDoS botnet, detailing its malware lineage, sample analysis, sophisticated attack techniques, criminal profit models, and practical security recommendations, while showcasing Tencent’s Zeus Shield intelligence platform and AI‑enhanced threat analysis.

CybersecurityDDoSThreat Intelligence
0 likes · 11 min read
Inside the RapperBot DDoS Botnet: Anatomy, Attack Tactics, and Defense Strategies
Tencent Technical Engineering
Tencent Technical Engineering
Sep 19, 2025 · R&D Management

How to Keep Open‑Source Projects Alive: Proven Strategies for Sustainable Development

Discover practical insights from a front‑end maintainer on extending the lifespan of open‑source projects, covering community engagement, decisive leadership, progressive migration, trade‑off handling, documentation, contributor recognition, and product‑like management to prevent project death and foster sustainable growth.

Project Maintenancecommunityfrontend development
0 likes · 23 min read
How to Keep Open‑Source Projects Alive: Proven Strategies for Sustainable Development