BestHub
Sign in
DaTaobao Tech
Author

DaTaobao Tech

Official account of DaTaobao Technology

560
Articles
0
Likes
2.2k
Views
0
Comments
Recent Articles

Latest from DaTaobao Tech

100 recent articles max
DaTaobao Tech
DaTaobao Tech
Jun 12, 2026 · Artificial Intelligence

Iterative Agent Skill Development: Turning Expert Knowledge into Zero‑Dependency SOPs

This article defines Agent Skill as a modular, file‑system‑driven knowledge asset, explains its three‑layer progressive‑disclosure architecture, outlines core features such as decision‑tree logic and dual verification, details suitable scenarios, and provides a step‑by‑step iterative workflow with concrete code snippets and tooling.

AI AgentAgent SkillDecision Tree
0 likes · 14 min read
Iterative Agent Skill Development: Turning Expert Knowledge into Zero‑Dependency SOPs
DaTaobao Tech
DaTaobao Tech
Jun 8, 2026 · Industry Insights

How AI Is Transforming Chinese E‑commerce: Findings from the 2026 Whitepaper

The 2026 China E‑commerce AI whitepaper, based on surveys of more than 900 merchants, reveals that AI has moved from isolated tools to integrated workflow agents, boosting product design, market testing, decision‑making and operational efficiency, and outlines a four‑level AI integration framework for future growth.

AIAI integrationCase study
0 likes · 20 min read
How AI Is Transforming Chinese E‑commerce: Findings from the 2026 Whitepaper
DaTaobao Tech
DaTaobao Tech
Jun 5, 2026 · Artificial Intelligence

How TaoAvatar Powers 3D Real‑Human Avatars in Taobao Vision

The Meta team’s CCIG 2026 presentation details the TaoAvatar system—a 3D Gaussian‑splatting based pipeline that captures multi‑view video, generates high‑quality static and dynamic digital humans, drives them with voice, text and gestures, and powers the immersive Taobao Vision shopping experience across XR devices.

3D Gaussian SplattingSMPLXTaoAvatar
0 likes · 14 min read
How TaoAvatar Powers 3D Real‑Human Avatars in Taobao Vision
DaTaobao Tech
DaTaobao Tech
Jun 3, 2026 · Artificial Intelligence

A Comprehensive Survey of Agent Memory: Benchmarks, Evaluation Frameworks, and System Designs

This article systematically reviews the state of agent long‑term memory by covering three core dimensions—benchmark datasets such as MUSE and LOCOMO, evaluation frameworks like MemoryAgentBench, LONGMEMEVAL and MemBench, and representative memory system implementations (THEANINE, RMM, M3‑Agent, Mem0)—while highlighting key capabilities, performance gaps, and future research directions.

AgentDatasetEvaluation
0 likes · 25 min read
A Comprehensive Survey of Agent Memory: Benchmarks, Evaluation Frameworks, and System Designs
DaTaobao Tech
DaTaobao Tech
Jun 1, 2026 · Artificial Intelligence

Designing LLM‑Friendly Architecture: What Truly Makes an AI‑Friendly System?

The article analyzes how traditional deterministic engineering architectures clash with the probabilistic, semantic, and dynamic nature of LLM‑driven AI, proposing three paradigm shifts and detailing an AI‑Friendly stack—including Multi‑Agent, Context Engineering, and observability—that achieved 95.7% audit accuracy and over 80% efficiency gains in real‑world marketing scenarios.

AI ArchitectureContext EngineeringLLM
0 likes · 25 min read
Designing LLM‑Friendly Architecture: What Truly Makes an AI‑Friendly System?
DaTaobao Tech
DaTaobao Tech
May 25, 2026 · Artificial Intelligence

Scaling to Ten‑Thousand QPS: Lessons from Building a Real‑Time Product‑Domain Agent

The article details how the product team tackled AI‑driven challenges by designing a two‑layer, event‑driven Function‑Centric Agent architecture that unifies workflow orchestration and capability supply, enabling real‑time inference for billions of items, cutting development cycles to one person‑week, and boosting search conversion rates.

AI AgentAIFunctionKnowledge Base
0 likes · 29 min read
Scaling to Ten‑Thousand QPS: Lessons from Building a Real‑Time Product‑Domain Agent
DaTaobao Tech
DaTaobao Tech
Apr 22, 2026 · Artificial Intelligence

How MNN‑Sana‑Edit‑V2 Brings Comic‑Style Image Editing to Your Phone in 15 seconds

MNN‑Sana‑Edit‑V2, a collaborative effort between Taobao’s Meta team and Hangzhou University, combines a frozen Qwen3‑0.6B LLM, Learnable Query, Connector, Linear DiT and Deep Compression Autoencoder with 4/8‑bit quantization to run fully on mobile devices, delivering 512×512 comic‑style conversions in about 15 seconds—2.5× faster than cloud alternatives—while providing open‑source code, detailed training stages, and extensive performance benchmarks.

Mobile AIModel Quantizationdiffusion
0 likes · 13 min read
How MNN‑Sana‑Edit‑V2 Brings Comic‑Style Image Editing to Your Phone in 15 seconds
DaTaobao Tech
DaTaobao Tech
Apr 1, 2026 · Industry Insights

How AI Turned Taobao’s Marketing Venue Testing from Manual to Intelligent Automation

This article details the AI-driven testing platform built for Taobao’s marketing venues, describing how large‑language models and multimodal agents enable visual rendering verification, price and content consistency checks, and automated multi‑device adaptation, resulting in a 40% overall efficiency boost and a 100% increase in tester productivity.

AILLMMultimodal Agent
0 likes · 12 min read
How AI Turned Taobao’s Marketing Venue Testing from Manual to Intelligent Automation
DaTaobao Tech
DaTaobao Tech
Mar 13, 2026 · Artificial Intelligence

How an AI Platform Replaces 150+ Lines of Code for E‑commerce Promotion Risk Detection

The article explains how a natural‑language‑driven AI platform, with pre‑configured agents and parameterized calls, can replace a complex 150‑line SKU‑combination risk‑checking algorithm in e‑commerce, dramatically improving readability, maintainability, development speed, and business value while reducing cost and response time.

AILow-codeMCP
0 likes · 17 min read
How an AI Platform Replaces 150+ Lines of Code for E‑commerce Promotion Risk Detection