Tagged articles
108 articles
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Code Mala Tang
Code Mala Tang
Apr 23, 2026 · User Experience Design

Why a Running Demo Doesn’t Equal Deliverable: Rethinking Design Skills in the AI Era

AI‑powered coding tools let designers turn ideas into runnable demos instantly, but true deliverables require clear problem definition, state coverage, error handling, maintainability, and production stability, prompting a shift toward expressive, validation, and delivery coding while emphasizing engineering understanding and robust design systems.

AIDesignEngineering
0 likes · 15 min read
Why a Running Demo Doesn’t Equal Deliverable: Rethinking Design Skills in the AI Era
Model Perspective
Model Perspective
Apr 20, 2026 · Industry Insights

How a Head‑Controlled Wheelchair Turns Lab Research into Real‑World Freedom

The article examines the technical and human challenges of turning a simple IMU‑based head‑controlled wheelchair prototype into a reliable, everyday mobility solution for a high‑level spinal‑injury patient, highlighting sensor noise, environmental variability, user‑specific adaptations, and the broader lesson that engineering should serve concrete, real‑world problems.

EngineeringR&Daccessibility
0 likes · 11 min read
How a Head‑Controlled Wheelchair Turns Lab Research into Real‑World Freedom
Sohu Tech Products
Sohu Tech Products
Apr 15, 2026 · Industry Insights

Why CLI Is Emerging as the Native Language for AI Agents Over Heavy Protocols

In early 2026 the AI community witnessed a sharp shift away from Model Context Protocol (MCP) toward CLI‑first toolchains, as engineers highlight token inflation, fragmented authentication, and loss of composability in MCP, while praising the low‑friction, text‑based, and easily debuggable nature of command‑line interfaces for building robust AI agents.

AI agentsCLIEngineering
0 likes · 15 min read
Why CLI Is Emerging as the Native Language for AI Agents Over Heavy Protocols
Tencent Cloud Developer
Tencent Cloud Developer
Apr 1, 2026 · Artificial Intelligence

Why Raw AI Models Fail and How Harness Turns Them Into Powerful Agents

The article explains the four fundamental shortcomings of raw large language models—no memory, no code execution, outdated knowledge, and no workspace—and shows how a six‑component Harness (file system, Bash + sandbox, AGENTS.md memory, web search + MCP, context engineering, and orchestration + hooks) systematically resolves each issue to make AI agents practical and reliable.

AIEngineeringHarness
0 likes · 34 min read
Why Raw AI Models Fail and How Harness Turns Them Into Powerful Agents
MeowKitty Programming
MeowKitty Programming
Mar 31, 2026 · Information Security

How a Tiny .map File Earned Anthropic 11K Stars and Exposed Critical Engineering Mistakes

Anthropic's Claude Code was unintentionally open‑sourced when a 57 MB source‑map file leaked 510 k lines of TypeScript, revealing internal architecture, experimental features, and product road‑maps, and prompting a broader lesson on basic configuration errors and AI tool security for Java developers.

AnthropicClaude CodeEngineering
0 likes · 11 min read
How a Tiny .map File Earned Anthropic 11K Stars and Exposed Critical Engineering Mistakes
大转转FE
大转转FE
Mar 23, 2026 · Artificial Intelligence

AI Agent Engineering Highlights: Harness Architecture, Claude Code PM, Multi-Agent Design

This newsletter curates five in‑depth analyses covering Harness Engineering for intelligent agents, AI‑driven product‑management workflows with Claude Code, Garry Tan’s open‑source gstack methodology, the evolution and selection of Agent/Skills/Teams architectures, and enterprise‑grade multi‑agent system guidelines.

AIAgent ArchitectureEngineering
0 likes · 8 min read
AI Agent Engineering Highlights: Harness Architecture, Claude Code PM, Multi-Agent Design
Frontend AI Walk
Frontend AI Walk
Mar 17, 2026 · Artificial Intelligence

Harness Engineering 101: Orchestrating AI Agents for 10× Productivity

This guide introduces Harness Engineering—a paradigm that shifts developers from merely using AI to commanding a team of AI agents—explaining its definition, technical foundations, workflow, real‑world examples, and why it can deliver ten‑fold efficiency gains.

AI orchestrationEngineeringMulti-Agent
0 likes · 19 min read
Harness Engineering 101: Orchestrating AI Agents for 10× Productivity
Top Architect
Top Architect
Mar 3, 2026 · Artificial Intelligence

Why the ‘Post‑Processing Engineer’ Is the Real Key to AI Product Success

AI can quickly generate functional code, but turning that 80‑point prototype into a reliable, secure, production‑ready product requires human engineers to perform rigorous validation, refactoring, and polishing—roles the author dubs ‘post‑processing engineers’—who bridge AI’s speed with real‑world robustness and profitability.

AIEngineeringagent
0 likes · 10 min read
Why the ‘Post‑Processing Engineer’ Is the Real Key to AI Product Success
Model Perspective
Model Perspective
Feb 27, 2026 · Fundamentals

Why Humanoid Robots Aren’t the Only Answer – A Cost Modeling Perspective

The article builds a qualitative cost model that breaks down robot deployment expenses into manufacturing, environment adaptation, and data collection, showing why humanoid robots are currently the least resistant general solution while highlighting their limitations and alternative morphologies for specific scenarios.

EngineeringRoboticscost modeling
0 likes · 11 min read
Why Humanoid Robots Aren’t the Only Answer – A Cost Modeling Perspective
Data Party THU
Data Party THU
Feb 14, 2026 · Industry Insights

From Student to NVIDIA: 11 Years of AI Research Lessons

This reflective essay chronicles Zhaocheng Zhu’s eleven‑year journey from undergraduate AI curiosity through doctoral struggles, industry internships, and finally landing a research role at NVIDIA, offering candid insights on publishing, engineering, mentorship, and the evolving realities of academic and corporate AI work.

AIAdviceEngineering
0 likes · 21 min read
From Student to NVIDIA: 11 Years of AI Research Lessons
Architecture and Beyond
Architecture and Beyond
Feb 1, 2026 · Artificial Intelligence

5 High‑ROI Strategies to Supercharge RAG Retrieval Performance

This article outlines five practical engineering strategies—multi‑vector retrieval, manual splitting and labeling, scalar enhancement, context augmentation, and dense‑sparse vector integration—that together address common RAG retrieval bottlenecks and dramatically improve recall stability and answer quality.

BM25EngineeringLLM
0 likes · 17 min read
5 High‑ROI Strategies to Supercharge RAG Retrieval Performance
DevOps Coach
DevOps Coach
Jan 29, 2026 · Fundamentals

Why Many Engineer Skills Will Slip Below $80K by 2027

The article analyzes how economic forces turn once‑prized engineering skills into low‑value assets, explains why abstraction, tooling maturity and platform consolidation erode market demand, lists the skills now under $80K, and offers a roadmap for engineers to shift toward high‑leverage roles.

EngineeringLeverageMarket Trends
0 likes · 11 min read
Why Many Engineer Skills Will Slip Below $80K by 2027
Code Wrench
Code Wrench
Dec 31, 2025 · Backend Development

Why Go’s Built‑In Toolchain Remains Essential in the AI Era

Even as AI accelerates code generation, this article shows how Go’s native formatting, static analysis, and refactoring tools provide indispensable engineering constraints that keep large‑scale projects maintainable, predictable, and safe during extensive rewrites.

BackendEngineeringrefactoring
0 likes · 8 min read
Why Go’s Built‑In Toolchain Remains Essential in the AI Era
大转转FE
大转转FE
Dec 15, 2025 · Frontend Development

From Static Pages to Modern Bundlers: How Webpack, Vite, and Rspack Evolve Frontend Engineering

This article traces the evolution of frontend engineering from static HTML pages to modular development, explains the core responsibilities of bundlers, compares Webpack, Vite, and Rspack in terms of architecture, performance, configuration complexity, and ecosystem support, and offers guidance on selecting the right tool for a project.

EngineeringRspackVite
0 likes · 24 min read
From Static Pages to Modern Bundlers: How Webpack, Vite, and Rspack Evolve Frontend Engineering
Wu Shixiong's Large Model Academy
Wu Shixiong's Large Model Academy
Nov 4, 2025 · Artificial Intelligence

Why Financial RAG Fails and How to Solve Its Core Challenges

This article explains why Retrieval‑Augmented Generation (RAG) projects in the financial sector often underperform, highlighting data‑structure complexities, document‑parsing hurdles, chunking strategies, compliance constraints, evaluation metrics, and engineering requirements, and offers practical solutions and code examples.

EngineeringFinancial AIRAG
0 likes · 10 min read
Why Financial RAG Fails and How to Solve Its Core Challenges
Alibaba Cloud Developer
Alibaba Cloud Developer
Sep 24, 2025 · Frontend Development

From jQuery to AI: The Evolution of Front-End Development

This comprehensive article traces the 20‑year transformation of front‑end development from static HTML pages and jQuery to modern frameworks, engineering tools, performance optimization, AI‑driven workflows, and future trends, providing detailed code examples, best‑practice guidelines, and actionable advice for developers.

AIEngineeringWeb Development
0 likes · 45 min read
From jQuery to AI: The Evolution of Front-End Development
Architecture Digest
Architecture Digest
Sep 21, 2025 · Fundamentals

What Truly Builds a Programmer’s Competitive Edge?

The article argues that a programmer’s true moat isn’t a specific language or framework but core abilities such as rapid learning, problem abstraction, engineering mindset, communication, and genuine passion, which remain valuable despite fast‑changing technologies.

EngineeringSkillscareer
0 likes · 4 min read
What Truly Builds a Programmer’s Competitive Edge?
Model Perspective
Model Perspective
Aug 16, 2025 · Fundamentals

30 Classic Mathematical Models That Shape Science, Economics, and Engineering

This article presents a visual guide to thirty classic mathematical models—spanning natural sciences, social sciences, engineering, and interdisciplinary fields—detailing their core ideas, practical applications, and key insights, illustrating how each model serves as a powerful tool for solving complex real‑world problems.

Engineeringeconomicsinterdisciplinary
0 likes · 14 min read
30 Classic Mathematical Models That Shape Science, Economics, and Engineering
Alibaba Cloud Developer
Alibaba Cloud Developer
Jun 17, 2025 · Artificial Intelligence

Why AI Agent Engineering Is the Missing Link to Scalable, Usable AI

This article dissects AI Agent engineering into product and technical dimensions, explaining how demand modeling, UI/UX design, prompt engineering, multi‑agent architecture, feedback loops, security, and observability together determine whether an AI assistant is usable, reliable, and ready for large‑scale deployment.

AI AgentEngineeringProduct Design
0 likes · 22 min read
Why AI Agent Engineering Is the Missing Link to Scalable, Usable AI
Cognitive Technology Team
Cognitive Technology Team
Mar 9, 2025 · Artificial Intelligence

AGI Learning Framework and Practical AI Application Guide

This article outlines a systematic AGI learning framework across five capability levels, recommends key papers and books, and provides practical steps for engineers to combine study with hands‑on large‑model projects, identify suitable use‑cases, and stay competitive in the evolving AI landscape.

AGIAI applicationsArtificial Intelligence
0 likes · 7 min read
AGI Learning Framework and Practical AI Application Guide
iKang Technology Team
iKang Technology Team
May 16, 2024 · Frontend Development

Front-End Engineering: Importance, Core Concepts, Tools, and Stages

Front‑end engineering combines automation, modularization, componentization, version control, static analysis, testing, and CI/CD to boost development efficiency, code quality, and team collaboration, guiding technology selection, type‑checking, style guidelines, and a five‑stage evolution from build tools to component‑based frameworks.

EngineeringToolingci/cd
0 likes · 14 min read
Front-End Engineering: Importance, Core Concepts, Tools, and Stages
Rare Earth Juejin Tech Community
Rare Earth Juejin Tech Community
Apr 7, 2024 · Frontend Development

My Frontend Engineering Practices and System

This article shares the author's practical experience with frontend engineering, covering topics such as project review, coding standards, monorepo tooling, custom CLI/SDK development, testing strategies, code review, bundling choices, monitoring, performance optimization, and knowledge consolidation for team empowerment.

Engineeringfrontendperformance
0 likes · 18 min read
My Frontend Engineering Practices and System
JD Retail Technology
JD Retail Technology
Feb 8, 2024 · Frontend Development

Frontend Optimization Strategies for High‑Concurrency Interactive H5 during the Spring Festival Gala

This article details how the front‑end team tackled the massive traffic and performance challenges of the Spring Festival Gala interactive H5 by optimizing static resources, employing WebP and sprite techniques, implementing traffic‑shaping and localStorage caching, and automating engineering workflows to ensure a stable, smooth user experience.

EngineeringResource Optimizationwebp
0 likes · 12 min read
Frontend Optimization Strategies for High‑Concurrency Interactive H5 during the Spring Festival Gala
Model Perspective
Model Perspective
Jan 5, 2024 · Fundamentals

How Archimedes Shaped Mathematics, Physics, and Engineering: A Deep Dive

Archimedes, the ancient Greek mathematician, made groundbreaking contributions to geometry, calculus of areas and volumes, the principle of levers and buoyancy, invented devices like the Archimedean screw, and his legacy continues to influence modern science, engineering, and education.

ArchimedesEngineering
0 likes · 7 min read
How Archimedes Shaped Mathematics, Physics, and Engineering: A Deep Dive
Rare Earth Juejin Tech Community
Rare Earth Juejin Tech Community
Dec 27, 2023 · Frontend Development

Frontend Engineering Practices and Team Process at Cuckoo FE

This article describes how the Cuckoo FE frontend team at ByteDance built an engineering culture through standardized processes, unified tooling, component and material libraries, a rendering engine, monorepo migration, quality platforms, and a comprehensive workbench to improve efficiency, quality, and scalability across multiple business lines.

EngineeringMonorepoquality platform
0 likes · 18 min read
Frontend Engineering Practices and Team Process at Cuckoo FE
Rare Earth Juejin Tech Community
Rare Earth Juejin Tech Community
Oct 29, 2023 · Frontend Development

Understanding Front-End Engineering: From Module Systems to npm and webpack

This article explains front‑end engineering, tracing its evolution from simple page building to modern modular architectures, and details how tools like npm, CommonJS, AMD, CMD, ESModules and webpack address challenges such as scope pollution, code standards, resource optimization, testing, CI/CD, and team collaboration.

Engineeringfrontendmodularization
0 likes · 17 min read
Understanding Front-End Engineering: From Module Systems to npm and webpack
Open Source Linux
Open Source Linux
Sep 28, 2023 · Fundamentals

20 Essential Sensors for Industrial Measurement – Visual Guide

This article presents a visual catalog of twenty key industrial sensors, ranging from flaw detectors and oxygen sensors to ultrasonic density meters, each illustrated with an image and a brief English description of its measurement principle.

EngineeringInstrumentationSensors
0 likes · 4 min read
20 Essential Sensors for Industrial Measurement – Visual Guide
Rare Earth Juejin Tech Community
Rare Earth Juejin Tech Community
Sep 12, 2023 · Frontend Development

Front‑End Project Architecture, Code Standards, and Engineering Practices

This article shares a comprehensive guide on front‑end project organization, directory conventions, coding standards, state‑management patterns, request abstraction, local storage handling, CSS modularization, Immer usage, npm private registry setup, template creation, CLI scaffolding, git workflow, and documentation practices, illustrated with practical TypeScript/React code examples.

EngineeringProject StructureReact
0 likes · 21 min read
Front‑End Project Architecture, Code Standards, and Engineering Practices
Rare Earth Juejin Tech Community
Rare Earth Juejin Tech Community
Sep 4, 2023 · Frontend Development

Reflections on Frontend Engineering Practices at Meituan: Tooling, Standards, and SDK Projects

This article recounts three years of frontend engineering work at Meituan, detailing the evolution of frontend technology, the adoption of engineering standards, tool and platform development for backend projects, and the specific engineering practices applied to SDK development, while also sharing lessons learned and future directions.

EngineeringMeituanSDK
0 likes · 17 min read
Reflections on Frontend Engineering Practices at Meituan: Tooling, Standards, and SDK Projects
政采云技术
政采云技术
Jul 26, 2023 · Frontend Development

Reflections on Building Infrastructure in Front‑End Development

This article shares practical experiences, challenges, and best‑practice advice for front‑end engineers building reusable infrastructure platforms, emphasizing long‑term planning, cross‑team collaboration, incremental delivery, data‑driven validation, and the importance of balancing low‑level architecture with user‑facing product features.

EngineeringInfrastructurefrontend
0 likes · 16 min read
Reflections on Building Infrastructure in Front‑End Development
Java Backend Technology
Java Backend Technology
Apr 20, 2023 · Fundamentals

How One Engineer Hand‑Built a DIY CPU from Scratch – Specs, Challenges, and Lessons

A B‑station creator nicknamed “焊武帝” spent two and a half years hand‑crafting a fully functional CPU called “初芯”, detailing its low‑cost components, technical specifications, unique dual‑channel memory design, development hurdles, and its role as a proof‑of‑concept for future commercial processors.

CPUDIYEngineering
0 likes · 8 min read
How One Engineer Hand‑Built a DIY CPU from Scratch – Specs, Challenges, and Lessons
DataFunSummit
DataFunSummit
Mar 23, 2023 · Artificial Intelligence

ChatGPT Technical Analysis, Engineering Applications, and Towards Engineered AGI

This article provides a comprehensive technical analysis of ChatGPT, covering its cognitive model, model‑as‑a‑service architecture, front‑end integration, internal structure, API design, engineering challenges, risk‑aware AGI development, and future outlook for AI‑driven software engineering.

AGIArtificial IntelligenceChatGPT
0 likes · 12 min read
ChatGPT Technical Analysis, Engineering Applications, and Towards Engineered AGI
DaTaobao Tech
DaTaobao Tech
Feb 17, 2023 · Frontend Development

Advances in Front‑end Intelligent Layout Algorithms and D2C Technology

Alibaba’s Front‑end Intelligent Group has built a D2C‑driven platform that converts 2‑D design drafts into high‑quality, token‑driven HTML/CSS through advanced preprocessing, text‑merge, badge recognition, skeleton grouping, and epoch‑based transformation pipelines, enabling rapid, no‑code UI personalization and scalable engineering quality.

EngineeringNo-codedesign-to-code
0 likes · 23 min read
Advances in Front‑end Intelligent Layout Algorithms and D2C Technology
Taobao Frontend Technology
Taobao Frontend Technology
Jan 10, 2023 · Frontend Development

Taobao’s 2023 Web Tech Map: Front‑End Engineering & Cloud‑Native Containers

In 2023, Taobao’s front‑end team reorganized its over‑300‑person Web division, unveiling a layered technology map that spans engineering platforms, cloud‑native JavaScript containers, development frameworks, low‑code building systems, and a suite of front‑end products such as O2, ICE, Midway, VideoX, and EVA, illustrating their end‑to‑end solutions.

Engineeringcloud-nativelow-code
0 likes · 25 min read
Taobao’s 2023 Web Tech Map: Front‑End Engineering & Cloud‑Native Containers
Model Perspective
Model Perspective
Nov 1, 2022 · Fundamentals

Why Mathematical Modeling Is as Crucial as Experiments in Modern Engineering

Mathematical models have become indispensable alongside experiments in engineering, enabling quantitative predictions for material selection, system design, reliability analysis, and complex simulations—from satellite re‑entry to aircraft design—thereby reducing cost, time, and the need for impractical physical testing.

Engineeringfluid dynamicsoptimization
0 likes · 7 min read
Why Mathematical Modeling Is as Crucial as Experiments in Modern Engineering
Rare Earth Juejin Tech Community
Rare Earth Juejin Tech Community
Oct 10, 2022 · Frontend Development

Front‑end Engineering: A Guide for Team Leaders

This article explains front‑end engineering concepts, common pain points, and a systematic learning path for team leaders, illustrating how to build a component library with Vue, adopt standards, CI/CD, monorepo, and TDD to improve team efficiency.

EngineeringTDDci/cd
0 likes · 11 min read
Front‑end Engineering: A Guide for Team Leaders
Bilibili Tech
Bilibili Tech
Jul 23, 2022 · Backend Development

API Gateway Evolution and Engineering Practices; Applying ClickHouse for Massive Data Processing

The talk traces the evolution of API Gateway architectures and the engineering practices—design patterns, deployment strategies, and operational considerations—required for scalable, reliable services, then demonstrates how ClickHouse can be leveraged for massive data workloads, highlighting practical scenarios, performance optimizations, and key lessons learned.

Big DataEngineeringapi-gateway
0 likes · 1 min read
API Gateway Evolution and Engineering Practices; Applying ClickHouse for Massive Data Processing
Baidu Geek Talk
Baidu Geek Talk
Jun 29, 2022 · Backend Development

Baidu Live SDK Engineering Transformation: Architecture Refactoring and Access Efficiency Optimization

Baidu Live revamped its SDK by adopting the EasyBox toolchain, modularizing business code into multi‑repo components, enabling fine‑grained compile‑time differentiation, and launching visual packaging, source‑code debugging, and protocol‑optimizing tools, which together cut project complexity, accelerated development, and automated host SDK access.

Access OptimizationBaidu LiveDifferentiation
0 likes · 9 min read
Baidu Live SDK Engineering Transformation: Architecture Refactoring and Access Efficiency Optimization
Efficient Ops
Efficient Ops
Apr 29, 2022 · Artificial Intelligence

China’s First AI Model Development Standard – Highlights from the AI Engineering Forum

The AI Engineering Online Forum, co‑hosted by China Academy of Information and Communications Technology, unveiled the industry’s first AI Model Development and Management (Model/MLOps) maturity standard, featured expert insights from finance, telecom, and tech leaders, and showcased practical MLOps implementations across banking, Huawei, and AI startups.

AIEngineeringForum
0 likes · 6 min read
China’s First AI Model Development Standard – Highlights from the AI Engineering Forum
IT Architects Alliance
IT Architects Alliance
Apr 7, 2022 · Fundamentals

30 Architectural Principles for Software Engineers

This article presents thirty concise architectural principles covering simplicity, YAGNI, iterative development, testing, ROI, user focus, modular design, configuration, server concurrency, distributed system challenges, and user experience, offering practical guidance for engineers to build scalable, maintainable software systems.

Distributed SystemsEngineeringSoftware Architecture
0 likes · 12 min read
30 Architectural Principles for Software Engineers
ELab Team
ELab Team
Mar 24, 2022 · Frontend Development

From JSP to Snowpack: Tracing the Evolution of Front‑End Engineering

This article chronicles the history of front‑end engineering—from the early stone‑age JSP/PHP era through Maven, Grunt, Webpack, and Snowpack—highlighting key tools, code examples, and future trends that have shaped modern front‑end development practices.

Engineeringbuild-toolsmaven
0 likes · 12 min read
From JSP to Snowpack: Tracing the Evolution of Front‑End Engineering
Alibaba Terminal Technology
Alibaba Terminal Technology
Mar 14, 2022 · Frontend Development

How Low‑Code Platforms Are Revolutionizing Front‑End Visualization Engineering

The article explores how front‑end engineering, through reusable component libraries, modular building platforms, and low‑code visual editors, transforms data‑screen development by abstracting complexity, boosting efficiency, and enabling scalable, reusable business components across multiple devices and scenarios.

Component LibraryEngineeringdata dashboard
0 likes · 16 min read
How Low‑Code Platforms Are Revolutionizing Front‑End Visualization Engineering
DeWu Technology
DeWu Technology
Mar 4, 2022 · Operations

Three-Level Indicator System for Engineering Quality Management

The article outlines a three‑level indicator system that quantifies engineering quality across efficiency, quality, stability, and resource dimensions, using high‑level result metrics, detailed level‑2 breakdowns, and actionable level‑3 measures to enable drill‑down analysis, risk‑warning, and continuous, data‑driven improvement.

EngineeringIndicator SystemMetrics
0 likes · 10 min read
Three-Level Indicator System for Engineering Quality Management
Amap Tech
Amap Tech
Jan 6, 2022 · Mobile Development

Three‑Year Full‑Chain Performance Optimization at Gaode Map: Strategies, Practices, and Results

Over three years Gaode Map halved overall latency by systematically identifying bottlenecks, applying reverse‑order targeted fixes, establishing forward‑order long‑term controls, and deploying adaptive resource scheduling, engine acceleration, H5 container enhancements, high‑performance components, and CI automation, resulting in sustainable core‑chain performance improvements and a better user experience.

EngineeringGaode MapMobile
0 likes · 18 min read
Three‑Year Full‑Chain Performance Optimization at Gaode Map: Strategies, Practices, and Results
Xianyu Technology
Xianyu Technology
Dec 10, 2021 · Frontend Development

IdleFish Double 11 2023: Frontend Engineering Challenges and Solutions

During IdleFish’s 2023 Double 11 promotion, engineers tackled massive traffic spikes by running feature‑flag, launch‑side, and mitmproxy‑based disaster‑recovery rehearsals, boosted performance with increased first‑screen modules, CSS‑only animations, pre‑fetching and offline caching, introduced a PHA container for seamless tab switching, and optimized deep‑link handling for external channels, while planning further SSR and stability automation.

Double 11Engineeringfrontend
0 likes · 11 min read
IdleFish Double 11 2023: Frontend Engineering Challenges and Solutions
DataFunTalk
DataFunTalk
Dec 3, 2021 · Artificial Intelligence

Key Skills and Career Path for Algorithm Engineers

This article outlines the essential abilities, classifications, growth roadmap, and practical advice for algorithm engineers, covering algorithmic knowledge, engineering implementation, career stages from entry to management, and mindset shifts needed for continuous professional development.

AICareer DevelopmentEngineering
0 likes · 11 min read
Key Skills and Career Path for Algorithm Engineers
TikTok Frontend Technology Team
TikTok Frontend Technology Team
Oct 9, 2021 · Frontend Development

Frontend Engineering Practices: Componentization, Modularization, and Build Optimization

The article outlines the Douyin front‑end team's engineering philosophy, covering the need for modularization of HTML, CSS, and JavaScript, component systems, dependency handling, build tools, loaders, and performance‑focused tooling to improve development efficiency and browser runtime speed.

ComponentizationEngineeringbuild
0 likes · 9 min read
Frontend Engineering Practices: Componentization, Modularization, and Build Optimization
DataFunTalk
DataFunTalk
Oct 5, 2021 · Artificial Intelligence

From Technology to Experience: Vivo Machine Translation Deployment Practice

This article presents a comprehensive guide to deploying machine translation at Vivo, covering business analysis, algorithm choices beyond standard NMT, language detection challenges, data collection and cleaning, scientific evaluation methods, and engineering optimizations to deliver a seamless user experience.

AIEngineeringNMT
0 likes · 20 min read
From Technology to Experience: Vivo Machine Translation Deployment Practice
DeWu Technology
DeWu Technology
Sep 30, 2021 · Mobile Development

Inside DeWu’s iOS Tech Salon: Video Effects, Mobile AI, and Engineering Evolution

The DeWu iOS tech salon held on September 25, 2021 brought together internal and external experts from DeWu, Alibaba, and ByteDance to share deep technical insights on video effect rendering, the MBox mobile toolchain, mobile AI with MNN, and the evolution of DeWu's iOS engineering practices, followed by interactive Q&A and community networking.

EngineeringMobile AIMobile Development
0 likes · 8 min read
Inside DeWu’s iOS Tech Salon: Video Effects, Mobile AI, and Engineering Evolution
iQIYI Technical Product Team
iQIYI Technical Product Team
Aug 20, 2021 · Artificial Intelligence

Engineering Practice of Online Vector Recall Service at iQIYI

iQIYI’s engineering team built an online vector‑recall service on Milvus, wrapping it with a Dubbo‑gRPC interface to serve 6 M 64‑dimensional embeddings at roughly 3 k QPS and 20 ms p99 latency, integrating query‑embedding generation, simplifying recommendation pipelines, and demonstrating the performance and operational advantages of a platformized ANN‑based recall layer.

AIEngineeringMilvus
0 likes · 14 min read
Engineering Practice of Online Vector Recall Service at iQIYI
ByteFE
ByteFE
Aug 17, 2021 · Frontend Development

Summary of 2021 GMTC Frontend Engineering Sessions: MBC Standardized Container, SmartFeed Multi‑Platform Rendering, Shell Mid‑Platform Frontend System, and ByteDance Modern Web Development

The article summarizes four 2021 GMTC front‑end engineering talks—Meituan's MBC business‑standardized container, Baidu's SmartFeed multi‑platform template rendering, Shell's mid‑platform front‑end system, and ByteDance's modern web development—highlighting pain points of traditional workflows and presenting standardized, dynamic, and DSL‑driven solutions that boost development efficiency and scalability.

EngineeringMWATemplate Rendering
0 likes · 19 min read
Summary of 2021 GMTC Frontend Engineering Sessions: MBC Standardized Container, SmartFeed Multi‑Platform Rendering, Shell Mid‑Platform Frontend System, and ByteDance Modern Web Development
ELab Team
ELab Team
Aug 5, 2021 · Frontend Development

Boosting Frontend Efficiency: Insights from Meituan, Baidu, and ByteDance

This article summarizes four 2021 GMTC front‑end talks—Meituan's MBC container, Baidu's SmartFeed multi‑end rendering, Shell's middle‑platform front‑end system, and ByteDance's modern web development—highlighting standardization, dynamic configuration, DSL‑driven UI generation, and engineering productivity gains.

EngineeringWeb Developmentarchitecture
0 likes · 26 min read
Boosting Frontend Efficiency: Insights from Meituan, Baidu, and ByteDance
Alibaba Cloud Developer
Alibaba Cloud Developer
Jul 6, 2021 · Fundamentals

10 Essential Career Lessons Every Engineer Should Know

This article shares ten practical pieces of advice—from self‑awareness and core professional habits to growth paths, problem definition, upward management, independent thinking, knowledge consolidation, hands‑on involvement, soft‑skill mastery, and aligning knowledge with action—to help engineers navigate their careers and become more effective contributors.

Career DevelopmentEngineeringLeadership
0 likes · 9 min read
10 Essential Career Lessons Every Engineer Should Know
ByteDance Web Infra
ByteDance Web Infra
Jul 4, 2021 · Frontend Development

Modern Web Development at ByteDance: From Traditional Front‑End Stack to the MWA/Jupiter Framework

This article reviews ByteDance's transition from a fragmented, legacy front‑end toolchain to a unified modern web development platform, describing the shortcomings of traditional scaffolding, the rise of meta‑frameworks, and the design and capabilities of the internal MWA and Jupiter frameworks that power the open‑source Modern.js project.

ByteDanceEngineeringFramework
0 likes · 32 min read
Modern Web Development at ByteDance: From Traditional Front‑End Stack to the MWA/Jupiter Framework
ByteFE
ByteFE
Jul 1, 2021 · Frontend Development

Evolution of Frontend Scaffolding and Engineering Solutions

This article examines how frontend scaffolding has evolved from manual project copying to template repositories and automated CLI tools, discusses maintenance challenges such as throw‑away usage and version upgrades, and introduces ByteDance's cloud‑based engineering scheme with multiple code‑initialization methods and a marketplace for reusable best‑practice solutions.

CLIEngineeringcode initialization
0 likes · 7 min read
Evolution of Frontend Scaffolding and Engineering Solutions
ByteFE
ByteFE
May 19, 2021 · Frontend Development

Reflections on an Internship in ByteDance’s Frontend Architecture Team

The author shares a detailed, 8‑month journey as an intern in ByteDance’s front‑end architecture group, describing early challenges, transitions to engineering tooling, deep work on SSR, time‑management struggles, team dynamics, personal growth, and future plans for skill development and sharing.

EngineeringSSRarchitecture
0 likes · 18 min read
Reflections on an Internship in ByteDance’s Frontend Architecture Team
Top Architect
Top Architect
May 9, 2021 · Backend Development

Principles and Practices for Effective Code Review and Software Architecture

This article shares a senior backend engineer's insights on why code review is essential, common pitfalls that degrade code quality, and a set of concrete principles—ranging from simplicity and composition to transparency and error handling—to guide developers in writing maintainable, scalable Go code and robust system designs.

Code reviewEngineeringGolang
0 likes · 39 min read
Principles and Practices for Effective Code Review and Software Architecture
ByteFE
ByteFE
Apr 30, 2021 · Frontend Development

Curated Technical Insights: Scalable Frontend Platforms, JavaScript Prototype Chains, Chrome HTTPS Default, React Server Components, GRASP Design Principles, and Extended Reading

This article curates a series of technical insights covering scalable frontend platform engineering, JavaScript assignment and prototype chain nuances, Chrome's default HTTPS shift, deep dives into React Server Components and error handling, GRASP design principles, and additional readings on responsive design, OS storage, Flutter hot reload, and streaming video evolution.

DesignEngineeringWeb
0 likes · 5 min read
Curated Technical Insights: Scalable Frontend Platforms, JavaScript Prototype Chains, Chrome HTTPS Default, React Server Components, GRASP Design Principles, and Extended Reading
Alibaba Terminal Technology
Alibaba Terminal Technology
Apr 29, 2021 · Frontend Development

Inside ReX Dev: Scalable Frontend Architecture and LowCode at Alibaba Hema

This article details the design and evolution of the ReX Dev front‑end engineering platform used by Alibaba's Hema, covering its layered architecture, robust metadata model, flexible pipeline engine, SPI‑based service extensions, LowCode/ProCode interconversion, and practical guidelines for building a high‑productivity, extensible development platform.

DevelopmentEngineeringLowCode
0 likes · 29 min read
Inside ReX Dev: Scalable Frontend Architecture and LowCode at Alibaba Hema
Alibaba Terminal Technology
Alibaba Terminal Technology
Nov 12, 2020 · Frontend Development

How Frontend Teams Master Safety Production: Insights from Alibaba’s D2 Forum

This article shares Alibaba front‑end engineer A Da’s background and explains the emerging focus on frontend safety production, covering why a dedicated session is needed, how it differs from general security, practical asset‑loss prevention, workflow integration, and what attendees can expect from the D2 event.

Engineeringfrontendfrontend security
0 likes · 11 min read
How Frontend Teams Master Safety Production: Insights from Alibaba’s D2 Forum
Top Architect
Top Architect
Jun 26, 2020 · Fundamentals

Principles and Practices for Effective Code Review and Software Design

The article shares a senior engineer's insights on why code review is essential, outlines common pitfalls such as duplicated code, premature optimization, and poor design, and presents concrete principles and practical guidelines—including KISS, composition over inheritance, and disciplined logging—to improve code quality and maintainability in large‑scale backend projects.

Code reviewEngineeringGolang
0 likes · 41 min read
Principles and Practices for Effective Code Review and Software Design
Alibaba Cloud Developer
Alibaba Cloud Developer
Jun 16, 2020 · Frontend Development

From Beginner to Senior: A Structured Front‑End Learning Roadmap

This article outlines a comprehensive front‑end learning path—from basic HTML/CSS/JavaScript through framework mastery, Node.js, engineering tools, and code abstraction—while sharing personal experiences, practical code examples, and advice on continuous skill development for aspiring developers.

EngineeringJavaScriptLearning Path
0 likes · 21 min read
From Beginner to Senior: A Structured Front‑End Learning Roadmap
Xianyu Technology
Xianyu Technology
May 29, 2020 · Mobile Development

Integrated Flutter Development Model at Xianyu: Architecture, Communication, and Engineering Practices

Xianyu’s integrated Flutter development model unifies client‑server communication through a shared JSON protocol, abstracts functions via a cross‑layer framework, introduces a Render‑Converter‑Model programming flow, consolidates FaaS and Flutter code in one repository, and cuts duplicated logic and coordination, enabling rapid feature delivery and faster bug fixes.

EngineeringFaaSFlutter
0 likes · 8 min read
Integrated Flutter Development Model at Xianyu: Architecture, Communication, and Engineering Practices
政采云技术
政采云技术
Apr 12, 2020 · Frontend Development

Frontend Building System: Architecture, Deployment, and JSON Schema Practices

This article introduces a frontend building system covering its motivation, business scenarios, core modules, architecture diagram, deployment strategy, JSON Schema usage, data configuration, and visualisation, while also sharing the speaker's background and recruitment information for the team.

ComponentEngineeringJSON Schema
0 likes · 11 min read
Frontend Building System: Architecture, Deployment, and JSON Schema Practices
58 Tech
58 Tech
Apr 10, 2020 · Mobile Development

Magpie Open Source Project Series (8): Flutter Hybrid Engineering Practices at 58.com

This article presents the Magpie open‑source suite and its Flutter‑based hybrid engineering approach, analyzes the drawbacks of existing cross‑platform solutions, highlights Flutter's performance and productivity benefits, and outlines the platform's modular workflow, tools, and future development roadmap.

EngineeringFlutterHybrid Development
0 likes · 8 min read
Magpie Open Source Project Series (8): Flutter Hybrid Engineering Practices at 58.com
Youku Technology
Youku Technology
Apr 9, 2020 · Frontend Development

How Alibaba Entertainment Scaled Front‑End Engineering with Hub CLI and Service Platform

This article details Alibaba Entertainment's front‑end engineering challenges and presents a comprehensive solution that consolidates tools, introduces Hub CLI and Hub Service, defines a unified lifecycle, automates releases, enforces quality gates, and enables domain‑specific extensions to achieve scalable, maintainable front‑end development.

DevOpsEngineeringScalability
0 likes · 12 min read
How Alibaba Entertainment Scaled Front‑End Engineering with Hub CLI and Service Platform
Baidu App Technology
Baidu App Technology
Mar 25, 2020 · Frontend Development

Front-end Performance Optimization of Baidu App Personal Homepage

By redefining performance metrics, analyzing bottlenecks, and applying targeted front‑end code and engineering optimizations—including early iOS onload, reduced first‑screen dependencies, merged and pre‑loaded APIs, bundle splitting, and modern‑mode delivery—the Baidu App personal homepage achieved over 100 ms reductions in white‑screen and first‑screen times across iOS and Android.

EngineeringMobileSPA
0 likes · 15 min read
Front-end Performance Optimization of Baidu App Personal Homepage
Yanxuan Tech Team
Yanxuan Tech Team
Feb 3, 2020 · Frontend Development

How a Structured Frontend Engineering Framework Boosts Efficiency and Reduces Rework

This article explains how the evolution of frontend technologies led to engineering challenges and presents a comprehensive, layered solution—including goal definition, architecture design, CLI tooling, schematics, and CI integration—that streamlines project initialization, development, resource reuse, and upgrades while improving productivity and maintainability.

CLIDevOpsEngineering
0 likes · 17 min read
How a Structured Frontend Engineering Framework Boosts Efficiency and Reduces Rework
21CTO
21CTO
Jan 19, 2020 · R&D Management

From Hardware Engineer to AIoT Leader: 4 Career Lessons for Tech Professionals

In this reflective essay, a senior Alibaba technologist shares four key career insights—from proper self‑positioning and goal clarity to entrepreneurship challenges, continuous learning, and the importance of crisis awareness—while also discussing structured thinking, speaking skills, and business sense for engineers.

EngineeringIoTLeadership
0 likes · 19 min read
From Hardware Engineer to AIoT Leader: 4 Career Lessons for Tech Professionals
WecTeam
WecTeam
Sep 24, 2019 · Frontend Development

Mastering Front-End Resource Governance: Boost Efficiency and Collaboration

This article explores the concept of front-end resource governance, outlining its definition, common challenges in large-scale projects, and practical implementation strategies such as page management, static analysis, system integration, and bidirectional dependency queries to improve development efficiency.

Engineeringfrontendpage management
0 likes · 17 min read
Mastering Front-End Resource Governance: Boost Efficiency and Collaboration
Weidian Tech Team
Weidian Tech Team
Aug 9, 2019 · Frontend Development

How We Built vbuilder: Streamlining Frontend Engineering at Weidian

This article recounts the evolution of Weidian's internal front‑end engineering tool vbuilder—from its initial V0.0 addressing repetitive scaffolding problems, through V1.0’s command set, plugin system and productivity gains, to V2.0’s open‑config and conflict‑resolution strategies and future V3.0 directions—offering practical insights for front‑end teams.

CLIEngineeringTooling
0 likes · 10 min read
How We Built vbuilder: Streamlining Frontend Engineering at Weidian
21CTO
21CTO
Jul 17, 2019 · Fundamentals

30 Essential Architecture Principles Every Engineer Should Follow

This article presents thirty practical software architecture principles—covering simplicity, YAGNI, iterative development, automated testing, ROI, user focus, modularity, statelessness, concurrency, CAP theorem, and more—to guide architects in building scalable, maintainable, and user‑centric systems.

EngineeringScalabilitydesign principles
0 likes · 11 min read
30 Essential Architecture Principles Every Engineer Should Follow
AntTech
AntTech
Jul 17, 2019 · Frontend Development

Ant Financial Frontend Framework and Engineering Practices: Evolution, Architecture, and Future Directions

The article summarizes Chen Cheng's 2019 InfoQ talk on Ant Financial's frontend framework evolution—from early Sea.JS and Arale to Umi and Bigfish—detailing the merged architecture, plugin system, asset market, micro‑frontend strategy, routing, performance optimizations, testing, monitoring, and future plans.

BigfishEngineeringFramework
0 likes · 20 min read
Ant Financial Frontend Framework and Engineering Practices: Evolution, Architecture, and Future Directions
Alibaba Cloud Developer
Alibaba Cloud Developer
Apr 22, 2019 · Frontend Development

How Alibaba Cloud Frontend Teams Turned Engineering Chaos into Business Value

This article examines how Alibaba Cloud’s frontend engineers evolved from a resource‑constrained role with shallow business insight to a strategic, horizontally‑aligned team that builds reusable engineering platforms, leverages serverless and BaaS, and delivers measurable business value across marketing, commerce, and sales.

Engineeringarchitecturebusiness value
0 likes · 16 min read
How Alibaba Cloud Frontend Teams Turned Engineering Chaos into Business Value
Xianyu Technology
Xianyu Technology
Aug 31, 2018 · Artificial Intelligence

Personalized Recommendation for Xianyu Small Item Pools: Challenges and Solutions

Xianyu’s personalized recommendation system struggles with tiny, fast‑turnover item pools because traditional X2I matrices provide insufficient recall, so the team introduced pool‑specific pre‑filtering, high‑dimensional vector search, and a real‑time search‑engine recall, the latter boosting clicks by 14 % and transactions by 0.14 %.

EngineeringXianyupersonalization
0 likes · 15 min read
Personalized Recommendation for Xianyu Small Item Pools: Challenges and Solutions
Qizhuo Club
Qizhuo Club
Aug 17, 2018 · Artificial Intelligence

43 Essential Rules for Building Robust Machine Learning Systems

These 43 practical rules, adapted from Martin Zinkevich’s “Rules of ML,” guide engineers through terminology, pipeline design, feature engineering, monitoring, and model deployment, offering actionable advice to avoid common pitfalls and build reliable, scalable machine‑learning‑driven products.

EngineeringModel Deploymentbest practices
0 likes · 41 min read
43 Essential Rules for Building Robust Machine Learning Systems
Meituan Technology Team
Meituan Technology Team
Mar 15, 2018 · Mobile Development

Platformization and Code Reuse Practices in Meituan Waimai Android Client

Facing duplicated codebases as Meituan Waimai expanded from a single app to multiple channels, the team iteratively tried split libraries, componentization, and MVP layers before settling on a three‑layer platform architecture—platform, business, and host—isolated via Gradle projects, product flavors, and tooling to achieve sustainable, cross‑product code reuse.

AndroidEngineeringGradle
0 likes · 25 min read
Platformization and Code Reuse Practices in Meituan Waimai Android Client
Qunar Tech Salon
Qunar Tech Salon
Mar 13, 2018 · Frontend Development

Why Design Matters for Front‑End Engineers and How to Learn It

The article explains why design is crucial for front‑end developers, outlines common pitfalls of development without design, and offers practical principles and scientific approaches that engineers can adopt to improve UI/UX and create more user‑friendly products.

DesignEngineeringUI/UX
0 likes · 12 min read
Why Design Matters for Front‑End Engineers and How to Learn It
Alibaba Cloud Developer
Alibaba Cloud Developer
Feb 26, 2018 · R&D Management

Can Agile Balance Control and Creativity? Insights from a Decade of Software Development

This reflective essay examines how agile development, flat management, and engineering culture intersect, contrasting traditional control‑heavy standards like ISO9000 and CMM with the open, collaborative approaches exemplified by Linux, Scrum, and modern tech giants, and explores how organizations can nurture both rigor and innovation.

EngineeringFlat ManagementR&D Culture
0 likes · 17 min read
Can Agile Balance Control and Creativity? Insights from a Decade of Software Development
Tencent IMWeb Frontend Team
Tencent IMWeb Frontend Team
Aug 31, 2017 · Frontend Development

From Frameworks to Smart Resource Management: Evolving Frontend Engineering

This article examines the evolution of frontend development from basic library selection through simple build optimization, modularization, and finally to component‑based development and intelligent static resource management, highlighting engineering practices that improve efficiency, scalability, and performance for complex web applications.

ComponentizationEngineeringResource Management
0 likes · 21 min read
From Frameworks to Smart Resource Management: Evolving Frontend Engineering
ITFLY8 Architecture Home
ITFLY8 Architecture Home
Jul 27, 2017 · Frontend Development

How JD.com Scales Its Homepage: Frontend Architecture, Static Rendering, and Engineering Practices

This article details JD.com's front‑end architecture for its homepage, covering the challenges of massive DOM growth, static page generation via CDN, layered page loading strategies, disaster‑recovery measures, performance optimizations, and the JDF engineering toolchain that enables modular development, automated builds, and efficient deployment in a high‑traffic e‑commerce environment.

EngineeringStatic Renderingarchitecture
0 likes · 24 min read
How JD.com Scales Its Homepage: Frontend Architecture, Static Rendering, and Engineering Practices
DevOps
DevOps
Jul 16, 2017 · R&D Management

Five Principles for Outstanding Engineers: Lu Qi’s Engineering Leadership Talk

In his July 11 Engineering Leadership Talk, Baidu’s Lu Qi outlines five essential principles—believing in technology, innovating on the shoulders of giants, pursuing engineering excellence, committing to daily learning, and taking ownership—to guide engineers toward excellence and lasting impact.

EngineeringInnovationLeadership
0 likes · 7 min read
Five Principles for Outstanding Engineers: Lu Qi’s Engineering Leadership Talk
21CTO
21CTO
Mar 21, 2017 · Operations

How Startup Engineers Can Cut Costs and Boost Efficiency with Simple Practices

This guide outlines practical strategies for startup engineering teams—including cloud server adoption, disciplined MySQL usage, lightweight frameworks, selective caching, asynchronous design, robust logging, monitoring, documentation, and DevOps integration—to reduce waste, accelerate development, and maintain system stability.

Engineeringcloud
0 likes · 15 min read
How Startup Engineers Can Cut Costs and Boost Efficiency with Simple Practices
WeChat Backend Team
WeChat Backend Team
Nov 30, 2016 · Fundamentals

Mastering Paxos: From Theory to Engineering in Large‑Scale Systems

This article explains the Paxos consensus protocol, its core concepts, step‑by‑step process, common misunderstandings, and rigorous inductive and contradiction proofs, while also discussing practical engineering considerations and how large‑scale systems like WeChat implement Paxos at billions of operations per minute.

Consensus AlgorithmEngineeringPaxos
0 likes · 13 min read
Mastering Paxos: From Theory to Engineering in Large‑Scale Systems
ITFLY8 Architecture Home
ITFLY8 Architecture Home
Nov 1, 2016 · Frontend Development

How JD.com Scales Its Homepage: Frontend Architecture, Static Rendering, and Engineering Practices

This article details JD.com senior frontend architect Liu Wei's presentation on the challenges of a high‑traffic e‑commerce homepage and explains the static page generation pipeline, overall JS/CSS architecture, floor‑by‑floor loading strategy, disaster‑recovery measures, performance optimizations, and the JDF engineering toolchain that supports modular development and rapid deployment.

EngineeringStatic Renderingarchitecture
0 likes · 19 min read
How JD.com Scales Its Homepage: Frontend Architecture, Static Rendering, and Engineering Practices
Tencent IMWeb Frontend Team
Tencent IMWeb Frontend Team
May 11, 2016 · Frontend Development

How to Build a High-Quality, High-Efficiency Front-End Engineering System

The May 7 Tencent SNG & msup Technology Open Day featured a front-end session where Mo Zhuoying shared practical methods for building a high-quality, high-efficiency front-end engineering system, covering development, pipeline, testing, release, monitoring, and the automation that drives productivity across billions of users.

Engineeringdevelopment workflowefficiency
0 likes · 2 min read
How to Build a High-Quality, High-Efficiency Front-End Engineering System