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DaTaobao Tech
DaTaobao Tech
Jun 24, 2026 · Artificial Intelligence

Tarot Pixel: An Agent‑Native Visual Restoration System for AI‑Powered Front‑End Coding

The article presents Tarot Pixel, an agent‑native visual‑restoration framework that shifts design‑to‑code from a static pipeline to an interactive AI‑driven loop, enabling Coding Agents to query structured visual data on demand, reduce manual layer handling, and iteratively refine front‑end implementations.

AI codingAgent‑Nativecoding agent
0 likes · 31 min read
Tarot Pixel: An Agent‑Native Visual Restoration System for AI‑Powered Front‑End Coding
DaTaobao Tech
DaTaobao Tech
Jun 22, 2026 · Artificial Intelligence

Breaking AI Coding Bottlenecks: How Specflow Agent Separates Deep Analysis from Code Execution

The article dissects why AI‑generated code often fails to boost productivity—highlighting attention‑mechanism limits, context collapse, and mismatched developer workflows—and proposes a Specflow Agent that isolates deep requirement analysis from coding to dramatically cut manual intervention.

AI codingAgent ArchitectureContext Management
0 likes · 40 min read
Breaking AI Coding Bottlenecks: How Specflow Agent Separates Deep Analysis from Code Execution
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 SkillSelf‑Verification
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 integrationE-commerce
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 SplattingReal-time RenderingSMPLX
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.

AgentEvaluationLLM
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 architectureLLMRAG
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 agentAIFunctionFunction Calling
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.

Edge DeploymentMobile AIModel Quantization
0 likes · 13 min read
How MNN‑Sana‑Edit‑V2 Brings Comic‑Style Image Editing to Your Phone in 15 seconds