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Latest from DaTaobao Tech

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DaTaobao Tech

Sep 12, 2025 · Artificial Intelligence

How Multi‑Agent AI Transforms Financial Loss Prevention in E‑Commerce

This article explains how a multi‑agent AI system shifts asset‑loss control from reactive to proactive by building a full‑link protection framework that extracts knowledge, identifies risks, automatically deploys safeguards, and continuously learns from incidents, delivering faster, more accurate financial security for e‑commerce platforms.

AIE-commerceKnowledge Graph

0 likes · 19 min read

How Multi‑Agent AI Transforms Financial Loss Prevention in E‑Commerce

DaTaobao Tech

Sep 10, 2025 · Frontend Development

How AI Cut Front‑End Development Time by 60% in Alibaba’s Giraffe Search

This article details how the author transformed a constrained Weex/Muise front‑end project for the “giraffe” search page into an AI‑driven workflow, building a structured knowledge base, defining project‑level rules, and using RAG techniques to accelerate component, tracking, and payment integration, ultimately reducing development time by 60% and proposing a new “AI programming as context engineering” paradigm.

AIKnowledge BaseMuise

0 likes · 14 min read

How AI Cut Front‑End Development Time by 60% in Alibaba’s Giraffe Search

DaTaobao Tech

Sep 8, 2025 · Artificial Intelligence

How to Make Large Language Models Understand Third‑Party Java Packages: From Failure to Success

This article explains why AI coding assistants like Cursor and Claude fail to read external Java libraries, explores naive "feed‑the‑code" tricks, evaluates built‑in IDE tools, and ultimately presents a robust solution using a local decompilation pipeline (MCP) that lets LLMs query class definitions and generate correct backend code.

AI code generationJava decompilationThird‑party libraries

0 likes · 19 min read

How to Make Large Language Models Understand Third‑Party Java Packages: From Failure to Success

DaTaobao Tech

Sep 5, 2025 · Fundamentals

What the ‘Big Mud Ball’ Teaches About Modern Software Architecture

The article explores core software architecture challenges through eight resonant concepts—big mud ball, independent value, domain division, concept design, classification perspective, domain thickness, global versus local, and scaffolding—offering practical strategies to avoid code chaos, clarify responsibilities, and foster engineering excellence.

Domain-Driven Designarchitecture modernizationengineering excellence

0 likes · 14 min read

What the ‘Big Mud Ball’ Teaches About Modern Software Architecture

DaTaobao Tech

Sep 3, 2025 · Artificial Intelligence

Why a Simple Workflow Beats Complex Agents in AI‑Powered Insurance Audits

A retrospective of an AI‑based insurance claim audit project shows that a well‑designed workflow, precise prompt engineering, and rule‑based pre‑filtering can achieve stable, high‑accuracy results, while overly complex agent architectures often become fragile patchwork solutions.

AI auditWorkflow Designinsurance claim

0 likes · 24 min read

Why a Simple Workflow Beats Complex Agents in AI‑Powered Insurance Audits

DaTaobao Tech

Sep 1, 2025 · Artificial Intelligence

Boost Business Automation with AI Agents and MCP: Real-World Insights

This article explores how integrating AI agents with the Model Context Protocol (MCP) and tools like Playwright can automate reporting and batch task creation, detailing practical implementations, challenges, performance comparisons with traditional solutions, and best practices for combining AI and engineering to achieve efficient, reliable business workflows.

AI AgentMCPautomation

0 likes · 19 min read

Boost Business Automation with AI Agents and MCP: Real-World Insights

DaTaobao Tech

Aug 29, 2025 · Backend Development

Why HSF’s Hessian2 Serialization Fails with Java 9 Immutable Collections (Set.of)

When an HSF service receives a parameter created with Java 9's immutable collection factories such as Set.of(), the default Hessian2 serializer drops the collection elements, causing a NullArray InvalidObjectException and resulting in a SERVER_SERIALIZE_ERROR on the server side, which can be avoided by using mutable collections or a compatible serializer.

HSFImmutableCollectionsJava

0 likes · 24 min read

Why HSF’s Hessian2 Serialization Fails with Java 9 Immutable Collections (Set.of)

DaTaobao Tech

Aug 27, 2025 · Fundamentals

What Defines Good Code? Multi‑Dimensional Standards, Bad Smells, and Design Patterns Explained

This article explores what makes code truly good by examining functional, stability, user experience, efficiency, and cost dimensions, presenting the "Gold Code" evaluation criteria, discussing design principles, common code smells, practical examples, and how design patterns and layering affect readability and maintainability.

Code Qualitycode reviewgood code

0 likes · 15 min read

What Defines Good Code? Multi‑Dimensional Standards, Bad Smells, and Design Patterns Explained

DaTaobao Tech

Aug 25, 2025 · Artificial Intelligence

Mastering RAG: From Quick Start to Deep Optimization Strategies

This article dives into the practical implementation of Retrieval‑Augmented Generation (RAG), covering document chunking, semantic and reverse HyDE indexing, embedding, hybrid search, and re‑ranking techniques, and provides concrete code examples and optimization tips for building high‑performance AI applications.

ChunkingEmbeddingHybrid Search

0 likes · 18 min read

Mastering RAG: From Quick Start to Deep Optimization Strategies

DaTaobao Tech

Aug 22, 2025 · Fundamentals

Why Jsonnet Is the Ultimate Tool for Flexible JSON Generation and Transformation

This article explores Jsonnet—a powerful, Turing‑complete configuration language—for generating and transforming JSON/YAML, detailing its background, implementation architecture, practical usage examples in Java, performance optimizations, and why it outperforms traditional JSON tools in complex data pipelines.

Configuration LanguageJsonnetKubernetes

0 likes · 12 min read

Why Jsonnet Is the Ultimate Tool for Flexible JSON Generation and Transformation