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Alibaba Cloud Developer
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Alibaba Cloud Developer

Alibaba's official tech channel, featuring all of its technology innovations.

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Latest from Alibaba Cloud Developer

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Alibaba Cloud Developer
Alibaba Cloud Developer
Dec 19, 2025 · Backend Development

How AI Powered a DDD‑Driven Refactor of Taobao’s Service Package System

This case study shows how AI was used to analyze a monolithic service‑package system, automatically identify bounded contexts, generate DDD‑aligned code skeletons, and refactor duplicated business logic, reducing development effort from 5‑8 person‑days to a configurable solution while improving maintainability and extensibility.

AI-assisted refactoringDDDbackend architecture
0 likes · 15 min read
How AI Powered a DDD‑Driven Refactor of Taobao’s Service Package System
Alibaba Cloud Developer
Alibaba Cloud Developer
Dec 18, 2025 · Artificial Intelligence

How to Build a Real‑Time AI‑Powered Anime‑Style Video Generator for Social Apps

This technical report details the end‑to‑end workflow for integrating an AIGC video generation module into a social app, covering requirement analysis, model and hardware selection, dataset construction, LoRA and full‑parameter training, multiple acceleration techniques such as Sage Attention, TeaCache, XDiT, gradient‑checkpointing offload, tiled VAE, and quantization, followed by extensive performance evaluation and metric‑based ranking of the final models.

AI video generationDiffusion ModelsLoRA fine-tuning
0 likes · 38 min read
How to Build a Real‑Time AI‑Powered Anime‑Style Video Generator for Social Apps
Alibaba Cloud Developer
Alibaba Cloud Developer
Dec 17, 2025 · Cloud Native

How 3FS Powers High‑Performance KVCache for AI Inference: Architecture, Optimizations, and Cloud‑Native Deployment

This article details the design and engineering of the 3FS distributed file system as a scalable KVCache backend for large‑language‑model inference, covering its architecture, performance tuning, reliability fixes, integration with SGLang/vLLM, and cloud‑native Kubernetes operator deployment.

3FSAI inferenceKVCache
0 likes · 30 min read
How 3FS Powers High‑Performance KVCache for AI Inference: Architecture, Optimizations, and Cloud‑Native Deployment
Alibaba Cloud Developer
Alibaba Cloud Developer
Dec 17, 2025 · Artificial Intelligence

How to Build a Scalable AI Evaluation Platform for Rapid Product Iteration

This article outlines the challenges of AI product testing, proposes a comprehensive evaluation framework covering business goals, product effectiveness, performance, safety, and cost, and details the design of a modular, end‑to‑end testing platform that supports both reference‑based and reference‑free assessments while enabling continuous quality improvement.

AI evaluationQuality EngineeringTesting framework
0 likes · 19 min read
How to Build a Scalable AI Evaluation Platform for Rapid Product Iteration
Alibaba Cloud Developer
Alibaba Cloud Developer
Dec 16, 2025 · Artificial Intelligence

How We Built an AI‑Powered Data Agent to Automate Data Retrieval at Scale

This article details the design and implementation of Matra, an AI‑driven data assistant for a large e‑commerce platform, covering the challenges of legacy data assets, knowledge‑base construction, GraphRAG integration, multi‑stage agent frameworks, practical results, and future plans for continuous improvement.

AIData RetrievalKnowledge Graph
0 likes · 22 min read
How We Built an AI‑Powered Data Agent to Automate Data Retrieval at Scale
Alibaba Cloud Developer
Alibaba Cloud Developer
Dec 10, 2025 · Frontend Development

How AI Agents Can Auto‑Generate Interactive Front‑End Components from Design Prompts

This article explains how to augment traditional agent dialogues with AI‑driven, real‑time front‑end component generation, turning textual responses into PPT‑style visualizations and interactive mini‑animations by converting design specifications into prompts that produce ready‑to‑render HTML or WebComponent code.

AIAutomationComponent Generation
0 likes · 21 min read
How AI Agents Can Auto‑Generate Interactive Front‑End Components from Design Prompts
Alibaba Cloud Developer
Alibaba Cloud Developer
Dec 9, 2025 · Artificial Intelligence

Building Human‑in‑the‑Loop Agent Workflows with MCP on OpenLM

This article explains how to design and implement Human‑in‑the‑Loop (HITL) interactions for large‑model agents on Alibaba's OpenLM platform, covering the challenges of server‑side execution, MCP transport extensions, tool‑calling patterns, timeout handling, and UI rendering strategies across multiple client devices.

AgentHuman-in-the-loopLarge Language Model
0 likes · 39 min read
Building Human‑in‑the‑Loop Agent Workflows with MCP on OpenLM
Alibaba Cloud Developer
Alibaba Cloud Developer
Dec 3, 2025 · Artificial Intelligence

Boosting Java Backend with SpecKit: AI‑Powered Spec‑Driven Development

This article shares a hands‑on experience of applying SpecKit and AI‑assisted coding to a mature Java backend, detailing the spec‑driven workflow, tool selection, environment setup, step‑by‑step commands, concrete examples, observed benefits, encountered challenges, and practical lessons for future projects.

AI codingAutomationDevOps
0 likes · 16 min read
Boosting Java Backend with SpecKit: AI‑Powered Spec‑Driven Development