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DevOps
DevOps
May 22, 2025 · Artificial Intelligence

Enterprise AI Visits: Real‑World Applications, Benefits, and Practical Lessons

During a series of visits to over a dozen companies across retail, finance, logistics and manufacturing, the author discovers how AI is already delivering cost savings, revenue growth, efficiency gains and even reshaping business models, and distills three deployment scenarios and three hard‑earned best‑practice guidelines for successful AI adoption.

AIDigital Transformationautomation
0 likes · 11 min read
Enterprise AI Visits: Real‑World Applications, Benefits, and Practical Lessons
Efficient Ops
Efficient Ops
Jan 14, 2025 · Operations

What Ops Professionals Learn from Real-World Incident Stories

This article compiles real‑world operations incidents—from accidental database deletions and faulty deployments to hidden data tampering and network device failures—highlighting how quick diagnosis, preventive maintenance, and SRE practices can mitigate impact on users, reputation, and revenue.

DevOpsSREcase studies
0 likes · 6 min read
What Ops Professionals Learn from Real-World Incident Stories
Baidu Geek Talk
Baidu Geek Talk
Oct 30, 2024 · Cloud Computing

Baidu Cloud Infrastructure for AI-Native Era

Baidu Intelligent Cloud outlines how its evolving, high-performance infrastructure—featuring rapid 3-minute instance provisioning, over 200 GB bandwidth, elastic computing, specialized storage, and AI-driven MLOps tools—enables AI-native model training and deployment across booming sectors such as automotive and finance, supporting the industry’s shift to AI-centric cloud services.

AI infrastructurecase studiescloud computing
0 likes · 9 min read
Baidu Cloud Infrastructure for AI-Native Era
php中文网 Courses
php中文网 Courses
Sep 10, 2024 · Backend Development

Building Dynamic Interactive Websites with PHP: Fundamentals, Frameworks, Best Practices, and Future Trends

This article explains why dynamic, interactive websites are essential in the digital age and provides a comprehensive guide to using PHP—including core concepts, popular frameworks, development best practices, real‑world case studies, and emerging trends such as AI integration, PWA support, and serverless architectures.

Dynamic WebsitesFuture TrendsPHP
0 likes · 10 min read
Building Dynamic Interactive Websites with PHP: Fundamentals, Frameworks, Best Practices, and Future Trends
Xiaohongshu Tech REDtech
Xiaohongshu Tech REDtech
Dec 8, 2023 · Artificial Intelligence

Top 100 Global Software Case Study Summit: AGI Era Innovations

The Top 100 Global Software Case Study Summit in Beijing showcased 100 cutting‑edge case studies on technical, product, and organizational innovation, highlighting AGI‑era breakthroughs such as multimodal AI and AIGC, with insights from leaders like Xiaohongshu’s CTO Feng Di, Tong Dejia, and Xu Xiangkai, and offered free tickets through Small Red Book to help enterprises navigate AI‑driven transformation.

AGIAIConference
0 likes · 6 min read
Top 100 Global Software Case Study Summit: AGI Era Innovations
Efficient Ops
Efficient Ops
Nov 27, 2023 · Operations

How 19 Leading Chinese Enterprises Accelerated IT Efficiency with the DevOps Maturity Model

This article reviews how nineteen top Chinese companies applied the CAICT‑led DevOps Capability Maturity Model, detailing their assessment results, project improvements, and concrete performance gains such as higher release frequency, full test coverage, and streamlined operations across diverse industry sectors.

Capability Maturity ModelDevOpsIT Efficiency
0 likes · 10 min read
How 19 Leading Chinese Enterprises Accelerated IT Efficiency with the DevOps Maturity Model
Efficient Ops
Efficient Ops
Aug 10, 2023 · Operations

How 18 Leading Chinese Enterprises Accelerated IT Efficiency with the DevOps Maturity Model

This article outlines how 18 major Chinese companies across various sectors adopted the CAICT‑led DevOps Capability Maturity Model, achieving higher IT efficiency, faster delivery cycles, and stronger risk management through standardized continuous delivery, security, and tooling practices.

Capability Maturity ModelDevOpsDigital Transformation
0 likes · 11 min read
How 18 Leading Chinese Enterprises Accelerated IT Efficiency with the DevOps Maturity Model
php中文网 Courses
php中文网 Courses
Jun 30, 2023 · Artificial Intelligence

Notable Real-World Failures of Data and Machine Learning Algorithms Over the Past Decade

Over the past decade, numerous high‑profile incidents have shown that flawed data and machine‑learning algorithms can cause severe consequences, from legal mishaps with ChatGPT to biased medical diagnoses, inaccurate real‑estate pricing, and discriminatory hiring practices, underscoring the need for rigorous data validation and algorithmic fairness.

AI ethicsalgorithm biascase studies
0 likes · 3 min read
Notable Real-World Failures of Data and Machine Learning Algorithms Over the Past Decade
Efficient Ops
Efficient Ops
May 14, 2023 · Operations

How 17 Leading Chinese Enterprises Excel with DevOps Maturity: 20 Assessment Highlights

This article presents a comprehensive overview of 17 top Chinese enterprises that have passed the DevOps Capability Maturity Model assessment across 20 evaluation items, detailing their project implementations, performance improvements, and the broader significance of the model for digital transformation.

Continuous DeliveryDevOpsMaturity Model
0 likes · 12 min read
How 17 Leading Chinese Enterprises Excel with DevOps Maturity: 20 Assessment Highlights
DataFunTalk
DataFunTalk
Apr 21, 2023 · Product Management

Best Practices for A/B Testing Platforms: Business Applicability, Internal Use Cases, Industry Examples, and Sustainable Experiment Culture

This article presents a comprehensive guide to A/B testing platforms, covering their business applicability, internal implementations at ByteDance, industry-specific case studies, platform architecture, experiment types, and strategies for building a sustainable experiment culture within organizations.

A/B testingbest practicescase studies
0 likes · 17 min read
Best Practices for A/B Testing Platforms: Business Applicability, Internal Use Cases, Industry Examples, and Sustainable Experiment Culture
Efficient Ops
Efficient Ops
Feb 6, 2023 · Operations

How 16 Leading Chinese Enterprises Boosted IT Efficiency with the DevOps Maturity Model

This article reviews how sixteen top Chinese companies across various sectors evaluated their DevOps capabilities using the CAICT DevOps Capability Maturity Model, detailing project implementations, performance improvements such as higher release frequency and test coverage, and showcasing sector‑wide adoption of continuous delivery, security, and efficiency measurement standards.

Capability Maturity ModelContinuous DeliveryDevOps
0 likes · 10 min read
How 16 Leading Chinese Enterprises Boosted IT Efficiency with the DevOps Maturity Model
DataFunSummit
DataFunSummit
Feb 2, 2023 · Big Data

Data Governance Strategies: Concepts, Practices, and Case Studies

The article explains why data is a critical corporate asset, distinguishes narrow and broad data‑governance approaches, outlines strategic principles such as treating governance as a systematic, prioritized effort, and presents eight real‑world case studies from companies like Tencent, SF Tech, Huolala, and NetEase.

Big Datacase studiesdata governance
0 likes · 7 min read
Data Governance Strategies: Concepts, Practices, and Case Studies
DataFunTalk
DataFunTalk
Jan 30, 2023 · Big Data

Data Governance Strategies: Principles, Practices, and Real‑World Case Studies

The article explains why data governance is essential for high‑quality data in big‑data organizations, outlines narrow and broad governance scopes, presents strategic principles, and shares eight detailed case studies from leading Chinese tech companies illustrating practical implementation and lessons learned.

Big Datacase studiesdata governance
0 likes · 7 min read
Data Governance Strategies: Principles, Practices, and Real‑World Case Studies
DataFunTalk
DataFunTalk
Jan 26, 2023 · Big Data

Data Governance Strategies: Principles, Practices, and Real‑World Case Studies

This article explains why data is a company's most valuable asset, distinguishes narrow and broad data‑governance approaches, outlines strategic design principles, and presents eight detailed case studies from leading Chinese tech firms illustrating practical governance implementations and lessons learned.

Big Datacase studiesdata governance
0 likes · 8 min read
Data Governance Strategies: Principles, Practices, and Real‑World Case Studies
DataFunTalk
DataFunTalk
Jan 19, 2023 · Big Data

Data Governance Strategies: Concepts, Practices, and Case Studies

The article explains the importance of data governance for organizations handling big data, outlines narrow and broad governance approaches, presents strategic design principles, and shares practical case studies from leading companies, while also offering a downloadable ebook of governance strategies.

Big DataData Securitycase studies
0 likes · 7 min read
Data Governance Strategies: Concepts, Practices, and Case Studies
Tencent Advertising Technology
Tencent Advertising Technology
Nov 24, 2022 · Artificial Intelligence

Tencent Advertising’s AI‑Powered Technical Upgrades for Efficient Marketing

This article details Tencent Advertising's 2022 technical upgrades, highlighting AI models built on the TaiJi machine learning platform, their impact on advertising efficiency, and real‑world case studies across industries, and strategies for private‑domain marketing.

AIAdvertising TechnologyMarketing Cloud
0 likes · 9 min read
Tencent Advertising’s AI‑Powered Technical Upgrades for Efficient Marketing
DataFunTalk
DataFunTalk
Aug 18, 2022 · Fundamentals

Typical Applications and Classic Cases of A/B Testing

This article explains the origins of online A/B testing, outlines three typical product scenarios—recommendation, operations, and UI/UX—and presents classic case studies from companies like Bing, Google, Amazon, and TikTok to illustrate how controlled experiments drive data‑driven product optimization and measurable business impact.

A/B testingcase studiesdata-driven experimentation
0 likes · 15 min read
Typical Applications and Classic Cases of A/B Testing
Full-Stack Internet Architecture
Full-Stack Internet Architecture
Jun 11, 2021 · Databases

When Do Database Tables Reach Bottlenecks and How to Split Them: Strategies, Cases, and Best Practices

This article explains how massive e‑commerce platforms identify the point at which database tables become performance bottlenecks, discusses vertical and horizontal sharding strategies, evaluates hash, range and consistent‑hash partitioning, and presents real‑world case studies from Suning, JD, Meituan, Ant Financial and Taobao.

case studiesdatabase shardingdistributed systems
0 likes · 16 min read
When Do Database Tables Reach Bottlenecks and How to Split Them: Strategies, Cases, and Best Practices
Tencent Tech
Tencent Tech
Dec 20, 2020 · Cloud Native

Unlock Your Cloud‑Native Journey with Tencent’s 30k‑Word Roadmap

Tencent Cloud released a comprehensive 30,000‑word cloud‑native roadmap that explains core concepts, best‑practice stages, and real‑world case studies across industries, helping enterprises and developers assess their current cloud‑native maturity and plan effective migration paths.

Tencent Cloudcase studiescloud native
0 likes · 11 min read
Unlock Your Cloud‑Native Journey with Tencent’s 30k‑Word Roadmap
DataFunTalk
DataFunTalk
Aug 6, 2019 · Artificial Intelligence

Global Landscape and Chinese Market of Conversational AI: Trends, Companies, and Case Studies

This article reviews the global and Chinese conversational AI landscape, outlines its three-tier architecture, highlights leading companies, analyzes market growth forecasts, and presents case studies from Amazon Alexa, Nuance, and Google Assistant, offering insights into challenges and design principles.

Amazon AlexaGoogle AssistantNuance
0 likes · 13 min read
Global Landscape and Chinese Market of Conversational AI: Trends, Companies, and Case Studies