Since its November 2022 launch, ChatGPT has sparked a heated debate on campuses worldwide, with students like Li Ling achieving top grades using the tool, while educators and institutions grapple with its potential as a learning aid versus a source of academic misconduct.
Amid the rise of the digital economy, China’s software industry is embracing application modernization as a strategic pathway for digital transformation, offering up to a 128% ROI boost, but it faces five major challenges that the "Five‑Modernization, Two‑Guidelines" framework seeks to address through a structured four‑step implementation process.
This article analyzes how semiconductor design firms can balance compute capacity and cash flow by modeling monthly core‑hour demand across project phases, presenting beginner and experienced algorithms, realistic usage conversion, and strategic choices between local, cloud, and hybrid resources.
A closed‑door TVP event on November 2 gathered executives from Li Auto, Tsinghua University and Tencent to discuss how massive vehicle‑network data, AI‑powered software, privacy safeguards and a new general optimal‑control solver are reshaping intelligent‑car development, cloud infrastructure and global automotive strategies.
As compute networks expand, real‑time, precise awareness of compute resources becomes critical; this article analyzes the key technologies, overall workflow, and core modules of a Telemetry‑based subscription solution that delivers accurate, low‑latency resource monitoring and scheduling across heterogeneous edge and cloud environments.
This guide outlines the essential concepts of big data, the roles of a front‑end data team, practical workflow steps, platform architecture, industry benchmarks, and actionable strategies for small teams to improve efficiency, visualization capabilities, and digital operations.
This article examines the role of order systems in traditional e‑commerce enterprises, outlines their core functional modules, maps upstream and downstream relationships, details the end‑to‑end order lifecycle—including creation, payment, fulfillment, confirmation, completion and reverse processes—and discusses future architectural trends and challenges.
This article examines the unique challenges of building B2B systems for a brand—covering multi‑role permissions, complex supply‑chain workflows, logistics integration, data modeling, and reliability—while sharing concrete architectural solutions such as cloud‑edge services, decision‑center IPC, end‑to‑end monitoring, and industry‑specific adaptations.
The Tencent‑Accenture whitepaper defines the “True Internet” as a comprehensive digital‑physical integration enabled by twin/video, remote interaction, ubiquitous intelligence, trusted protocols and unlimited computing, with blockchain serving as a core technology that underpins data ownership, trusted computing, and a wide range of industry applications.
At a September 16 Tencent Cloud TVP summit, industry leaders from real‑estate and property sectors shared how digital platforms, lean manufacturing principles, and Tencent’s WeClient solution are reshaping operations, boosting revenue, and guiding the industry toward a data‑driven, customer‑centric future.
Tencent Ads hosted two KDD2022‑focused live sessions showcasing the CONFLUX and MVKE algorithms, explaining their technical foundations, real‑world impact on billions of ad impressions, and answering audience questions about brand versus performance ads, validation methods, and future research directions.
AI-powered porn detection leverages deep neural networks to classify images, but faces serious hurdles such as visual similarity with benign content, subjective standards of obscenity, and vulnerabilities stemming from training data, making human moderators indispensable for reliable content safety.
This article examines the massive data, cost, stability, and diversity challenges of the AI‑driven, big‑data, cloud‑first "ABC" era and explains how Baidu's Canghai storage portfolio—including BOS, CDS, CFS, PFS, RapidFS, CloudFlow, and storage gateways—addresses each issue through scalable architecture, tiered lifecycle policies, multi‑AZ disaster recovery, and integrated hybrid‑cloud solutions.
This newsletter curates the latest industry insights on smart manufacturing, Kubernetes security, cloud cost optimization, cloud‑native education, technical case studies, e‑books on cloud‑native adoption, an AI modeling video, and recent cloud‑native networking updates, providing concise summaries and direct links for deeper exploration.
As cloud‑native technologies surge, financial institutions are racing toward full adoption to cut costs and boost service quality, yet they face challenges in evaluating investment returns, measuring impact, and navigating a complex stack of infrastructure, security, and operational changes.
The article analyzes how the rise of software‑defined vehicles and the rapid development of cloud‑native and AI technologies are reshaping the automotive sector, outlining the IT challenges car makers face, the benefits of cloud‑native adoption, practical migration steps, and security considerations for a successful digital transformation.
The article analyzes how pandemic‑driven demand for contact‑less medical services is prompting hospitals to adopt full‑stack cloud‑native platforms, outlining strategic cloud choices, micro‑service migration, and phased implementation to achieve unified data governance, flexible online care, and reduced operational pressure.
This article explores the factors influencing video quality, explains why continuous improvement is essential, examines the importance and challenges of both subjective and objective quality assessments, and introduces Lingjing—a comprehensive, standards‑based video quality evaluation platform that addresses confidence issues and supports diverse testing scenarios.
The 5th Techo TVP Developer Summit explored the surge of data, the strategic role of NoSQL in digital transformation, presented cutting‑edge trends, performance breakthroughs, cloud‑native multi‑model solutions, and real‑world case studies from finance to gaming, highlighting future directions for database technology.
In a TVP forum hosted by Li Kaifu and Shen Chunhua, experts trace AI’s 70‑year journey, discuss the origins of the book “AI Future in Progress,” analyze investment stages, AI‑cloud synergy, NLP breakthroughs, medical applications, societal impacts, data privacy, and the challenges facing traditional enterprises.
Based on recent leaks from 3DCenter.org and two prominent Twitter insiders, this analysis predicts launch windows, product codes, performance tiers, pricing pressures and power‑draw concerns for Nvidia’s upcoming RTX 4000 series and AMD’s RDNA 3 GPUs, while warning that the information remains speculative.
This article provides a comprehensive overview of the Internet of Things, covering its definition, historical milestones, four-layer architecture, edge computing concepts, and common network topologies such as star, ring, bus, and mesh, while highlighting key industry events and technical considerations.
This paper introduces MAIL, a model‑agnostic dual‑tower framework that uses a zero‑shot learning tower to generate virtual user behaviors for new users and an embedding‑based ranking tower, achieving 13‑15% CTR lift in large‑scale live‑stream recommendation at NetEase Cloud Music.
The article reviews the Global Information System Stability Summit and JD's technical architect Li Junliang's detailed case study on the engineering practices, observability, chaos engineering, and resource‑scheduling innovations that enable JD’s e‑commerce platform to handle sales‑peak traffic that spikes hundreds of times over normal load.
The article examines the evolution of project management standards, highlights China’s recent national guidelines, and presents JD.com’s intelligent shopping guide AI project as a case study illustrating how business‑driven value streams, advanced technologies and rigorous target‑benefit management can shape modern project management practices.
Tencent’s 2021 R&D report uncovers a 41% rise in engineering staff, 6,000+ new projects, 3.2 billion added code lines, a surge in Go usage, extensive open‑source contributions, and a bold carbon‑neutrality roadmap, offering a comprehensive view of the company’s technical momentum and industry impact.
The fourth‑edition Cloud‑Native Technology Survey (2021‑2022) analyzes how banks, insurers, securities firms and payment providers adopt containers, Kubernetes, micro‑services and hybrid‑cloud solutions, revealing adoption rates, pain points, security concerns and strategic recommendations for the financial industry’s digital transformation.
This article details the architecture, incremental model training, feature engineering, and deployment strategies that enabled NetEase Cloud Music to achieve real‑time live‑stream recommendation, covering business background, multi‑objective modeling, real‑time feature pipelines, sample attribution, feature admission, and online performance results.
The article analyzes Gartner's 2026 metaverse forecast, outlines three development stages, examines the driving technologies such as 5G, AI, blockchain and VR/AR, and breaks down the industry chain into underlying tech, interaction devices, development platforms, and applications to show how the metaverse will transform work, consumer experiences and the broader internet ecosystem.
After ten and a half years at Google as a Staff Software Engineer and Manager, the author reflects on three career phases, the power of diversity, the shift from a technology user to a technology owner, and the unique management culture that shaped his professional outlook.
The Sysdig 2022 Cloud‑Native Security and Usage Report shows that a majority of production containers and images contain high‑severity vulnerabilities, many cloud accounts expose S3 buckets, and mis‑configured resource limits lead to significant cost overruns, highlighting urgent security and operational challenges for enterprises adopting cloud‑native technologies.
Even when individual algorithm modules show higher accuracy or revenue, the overall platform can decline due to factors like competitor encroachment, macro‑economic shifts, concept drift, overlapping marginal returns, attribution errors, and coupled A/B experiments, all of which require careful analysis and mitigation.
The report analyzes how the rapid growth of cloud computing previously drove server demand, and how the emergence of 5G‑enabled edge computing is now reshaping server architectures, hardware needs, deployment models, and operational challenges, forecasting a significant increase in server volume for edge scenarios.
Alibaba DAMO Academy’s 2022 report identifies ten emerging technology trends—from AI‑driven scientific research and large‑model co‑evolution to silicon photonic chips, green‑energy AI, flexible perception robots, high‑precision medical navigation, universal privacy computing, star‑ground computing, cloud‑network‑edge fusion, and XR internet—detailing their impact and expected development over the next few years.
This article traces the origins of the pervasive claim that programmers become obsolete after age 35, uncovering early forum posts from 2000, media reports from the early 2000s, subsequent citations, and the broader cultural anxiety that has persisted in the IT industry for two decades.
This article analyzes why many companies suffer from low productivity and high turnover due to inadequate workstations, compares hardware perks offered by leading firms like Google and Tencent, proposes a budgeting rule that equates hardware spend to a mid‑level engineer's monthly salary, and presents a cost‑effective, employee‑owned equipment model that benefits both staff and the organization.
This article details Alibaba Mama's traffic quality team's comprehensive approach to identifying and curbing advertiser arbitrage through crowdsourced traffic detection, statistical baselines, behavior‑sequence modeling, graph mining, RPM perception, insight platforms, and downstream remediation, highlighting challenges and future directions.
Enterprise Architecture (EA) is a conceptual blueprint that defines an organization’s structure and operations, helping align business goals with IT capabilities by describing business, application, data, and technology layers and providing a management platform for planning, design, and implementation.
The Baidu Tech Salon #95 brought together senior engineers and experts to discuss the importance of engineering capability, China Mobile's DevOps transformation under its "cloud shift" strategy, and innovative approaches to undergraduate software engineering education, offering actionable insights for developers and organizations.
Amid the surge of digital transformation, enterprise architecture is resurfacing as a strategic tool, with industry leaders revisiting classic frameworks, exploring platformization, and addressing new challenges of scale, complexity, and agility across business, application, data, and technology layers.
This article compares developers and testers in terms of salary trends, essential skills, potential career transitions such as becoming instructors, architects, product managers or quality leaders, and emphasizes the importance of personal interest and continuous learning when choosing a long‑term tech career.
Taobao’s Double 11 showcased a suite of advanced technologies—including 3D immersive XR live rooms, large‑scale multimodal product search, ultra‑low‑latency streaming, AI‑driven content moderation, and low‑carbon model compression—demonstrating how e‑commerce can innovate while promoting sustainability and inclusivity.
Low-code development is gaining momentum, and this article compiles a curated list of 17 open-source low-code and no-code platforms—including Saltcorn, Joget DX, Digdag, Stackstorm, CUBA Platform, Skyve, and others—detailing their key features, licensing, and repository links for developers seeking rapid application building solutions.
This article distills complex marketing analysis into a concise, data‑driven framework by revisiting classic models, introducing simplified 4P/4C/4R concepts, and presenting the C.M.O. (Customer Insight, Multi‑Touch Attribution, Opportunity) methodology for actionable, high‑dimensional insight generation.
This article defines hybrid cloud as an IT architecture interconnecting multiple clouds, distinguishes it from multi‑cloud, examines four common hybrid forms, outlines key characteristics such as elasticity, scalability and security, and presents the five‑connectivity design goals that make hybrid cloud the cornerstone of new infrastructure.
This article outlines the concept of enterprise digital transformation, detailing network evolution, platform‑centric infrastructure, business deconstruction, customer‑focused data value creation, and the importance of measurable value improvement as a core metric for successful digital change.
This article provides a comprehensive overview of ASIC chips, covering their definition, hardware composition, classification by customization and function, key advantages and drawbacks, notable product examples, and emerging market trends driving growth across AI, security, and consumer electronics.
This article compiles the Q&A from iTech Talk 17, where experts from iQIYI, Meituan, Tencent, and ZhaiZhai share practical solutions for precise automated testing, intelligent test instrumentation, APP diff automation, and visual AI evaluation, revealing real‑world challenges, implementation details, and measurable benefits across large‑scale production environments.
The 2020 Beijing monitoring report shows that new‑generation migrant workers now make up over half of the migrant labor force, with a rising male share, higher education levels, concentrated employment in labor‑intensive and IT‑related sectors, increasing incomes but widening gaps, and shifting living and leisure patterns.
This article surveys the popularity of Java, outlines the benefits of using Java testing frameworks, and provides detailed overviews of nine leading frameworks—including JUnit, JBehave, Serenity, Selenium, TestNG, Mockito, HTTPUnit, Gauge, and Geb—highlighting their core features and suitability for different testing needs.
iQIYI’s “Frame Qi Cinema” standard tackles the gap between creators’ original visuals and consumer playback by using 4K ultra‑high resolution, HDR, high frame‑rate and immersive sound, applying tailored algorithms for movies, series, animation and variety shows to deliver authentic, high‑quality streaming on TV, PC and mobile.
Low‑code and no‑code platforms are gaining momentum, and this article curates 18 open‑source solutions, detailing their key features, licensing, supported languages, deployment options, and providing official repository or website links for developers and enterprises seeking rapid application development.
This article defines hybrid cloud, distinguishes it from multi‑cloud, examines four mixing patterns (public‑public, private‑private, public‑private, and public‑traditional IT), outlines its key characteristics such as elasticity, scalability and security, and connects hybrid cloud design to the broader new‑infrastructure landscape.
This article compares centralized and distributed software architectures, outlining their definitions, pros and cons, core element differences, business support capabilities, and scalability strategies, helping readers understand when each model is most appropriate for modern large‑scale systems.
iQIYI’s newly launched ‘Frame Qiyi Movie’ standard brings cinema‑grade 4K HDR, ultra‑high frame rates and immersive surround sound to mobile devices, automatically adapting to hardware capabilities, and is being rolled out across smartphones, tablets, PCs and VR platforms to meet rising ultra‑HD demand.
The article analyzes WeChat's success by detailing its three‑pronged strategy of precise product timing, agile project management, and robust technical support, and explains how the team applies agile attitudes, modular design, extensible protocols, disaster‑recovery mechanisms, and fine‑grained monitoring to operate a massive, highly available system.
iQIYI won top honors at the MediaAIAC and High‑Tech Video Innovation competitions, showcasing its ZoomAI one‑click video restoration system, AI‑powered TV Guo 5S PLUS, and XR‑based multi‑camera interactive live‑streaming platform, illustrating how 5G, AI and XR are reshaping the broadcast and network‑viewing industry.
The article outlines how digital, networked, and intelligent technologies enable enterprises to fuse data, compute, and algorithms, restructure business architecture and organization, and build a modular digital platform with scenario‑driven applications, service‑oriented capabilities, integrated data, componentized technology, and shared resources to achieve agile innovation and resource optimization.
This article explains the architecture and ranking process of modern recommendation systems, covering the two-stage pipeline of candidate generation and ranking, the evolution from rule‑based methods to logistic regression, GBDT, wide‑and‑deep, and deep learning models, and discusses challenges such as feature non‑linearity, multi‑objective optimization, and the need for post‑ranking interventions.
This article shares interviews with six iQIYI female engineers—from a junior algorithm specialist to senior managers—highlighting their career paths, workplace culture, gender‑related challenges, and practical advice for women pursuing tech roles in China’s fast‑growing industry.
The article traces Taobao’s architectural journey from its early LAMP stack through Oracle‑IBM mainframe solutions to a cloud‑native design on Alibaba Cloud, highlighting the challenges of availability, consistency, performance and scalability, and presenting concrete migration best‑practice patterns such as CDN, distributed caching, service‑oriented decomposition, and database sharding.
The article examines how iQIYI leverages AI across the video ecosystem—from intelligent material search, old‑film restoration, and voice cloning to virtual idols, XR production, and AI‑driven advertising—to boost creator efficiency, enhance user experience, and accelerate industry-wide digital transformation.
In a November 2020 CNBPS roundtable, senior architects from China Mobile, China Unicom and China Telecom shared their cloud‑native journeys, detailing platform builds, migration standards, common challenges, practical pitfalls and a forward‑looking roadmap for telecom‑wide digital transformation.
This article details Youzan's end‑to‑end construction of a unified data‑center cost billing system, covering background goals, multi‑type cost support, SDK‑based information collection, cost quantification for offline, real‑time and platform tools, full‑business coverage, multi‑dimensional analysis models, operational rollout, and future plans.
This article explores the concept of data sensitivity for algorithm engineers, defines its meaning, discusses how to measure it, offers practical steps to develop the skill through data analysis and feature engineering, and reveals the hidden pattern in a label‑prediction example that illustrates its importance.
The Shenzhen Cloud+ Community Salon on December 5 showcased Tencent experts sharing practical insights on IoT‑cloud integration, Serverless full‑stack development, blockchain applications, edge‑container industrial platforms, and network operations, highlighting emerging opportunities and technical strategies for the next wave of cloud technologies.
This article details how a performance testing team at a major e‑commerce company designed and evolved full‑link load testing from zero to a mature, repeatable process, covering its definition, historical milestones, challenges during major sales events, and future optimization plans.
The 3rd Cloud Native Technology Practice Summit gathered over 10,000 IT professionals worldwide, showcased six comprehensive cloud‑native forums, presented award‑winning industry and container‑application cases, and highlighted how leading banks and solution providers are leveraging cloud‑native platforms for digital transformation.
JD Retail’s CEO outlines how the company’s AI‑driven supply‑chain, JD Retail Cloud, and the new Shangling SaaS platform are transforming traditional retail, cutting inventory turnover to 34 days, boosting brand sales over 300%, and driving a ten‑fold rise in C2M product launches.
This article breaks down the five major data replication approaches—application‑level, host‑level, database‑level, storage‑gateway, and storage‑media—detailing their principles, advantages, drawbacks, and typical use cases to help professionals design effective disaster‑recovery solutions.
This article examines the growing need for comprehensive IoT testing, outlines how to select representative devices, and details the four main testing domains—security, performance, functionality, and compatibility—while offering practical guidance for QA teams to ensure high‑quality connected products.
The article analyzes China's GPGPU market, explaining the technology, current applications, rapid growth forecasts, supply‑side concentration, policy support, and the urgent need for domestic alternatives to meet soaring AI and high‑performance computing demand.
This article analyzes Beike's massive real‑estate ecosystem, detailing the intricate business flows, technical architecture, and quality‑assurance challenges, and explains how a suite of internal platforms—KeTest, KeOnes, sosotest, KeDiff, KePTS, and KeMTC—are engineered to deliver high‑performance, highly available services at scale.
In a series of candid talks at the 2020 Yunqi Conference, leading experts discuss AI breakthroughs, the evolution of cloud‑native computing, essential product‑manager skills, and the mindset required for modern architects, offering valuable industry perspectives for technology professionals.
The article draws a parallel between mid‑career programmers who are “optimized away” at age 35 and the care given to a disabled Neanderthal, arguing that modern tech firms’ short‑term incentives undermine long‑term innovation and employee trust.
In this technical live‑stream session, the speakers explore the rapid growth of paid video‑platform memberships, the demand for flawless viewing experiences, the specific engineering challenges involved, and the solutions Youku employs to guarantee premium member privileges.
This article examines the banking sector through an IT lens, outlining the industry's unique characteristics, business architecture, historical digital transformation, core system components, and key IT demand analyses to help professionals grasp the technical foundations of modern banks.
Tencent’s AI White Paper outlines the concept of ‘ubiquitous intelligence’, analyzing macro trends, policy support, supply‑demand dynamics, core technologies such as computer vision and NLP, and the pandemic‑driven acceleration of AI applications across healthcare, smart cities, manufacturing, and digital content.
The TVP closed‑door conference revealed that digital transformation for traditional sectors goes beyond data platforms and cloud migration, requiring architectural redesign, cultural shifts, and industry‑specific technology solutions across banking, aviation, real estate, and manufacturing.
The article analyzes how new‑infrastructure policies, big‑data, AI, cloud and CIM technologies are driving a digital transformation of the real‑estate sector, highlighting industry challenges, Tencent Cloud's CityBase solution, case studies, and the talent and mindset shifts required for sustainable change.
The article reviews a Tencent Cloud TVP closed‑door session that analyzes the pandemic‑driven challenges faced by Chinese airlines, outlines a step‑by‑step marketing digital‑transformation roadmap—including CDP implementation, private traffic pools, live‑stream commerce pitfalls, and anti‑scalper solutions—and presents Tencent Cloud’s integrated smart‑marketing platform for airline retail.
The article reviews a Tencent Cloud closed‑door forum where industry experts dissect the banking sector’s digital transformation, outlining enterprise‑architecture‑driven strategies, key enabling technologies such as cloud, AI, big data and blockchain, and practical insights from Q&A sessions and ThoughtWorks’ models.
The article argues that while code‑assisted (automation) testing is gaining popularity, its effectiveness depends on solid testing fundamentals, domain knowledge, and a balanced integration of manual and automated techniques rather than over‑relying on scripts alone.
This article explains the evolution, responsibilities, and evaluation methods of the product‑effect assessment team at Amap, covering offline testing, AB experiments, metric analysis, automated scoring models, and the tools that support a comprehensive product‑performance framework.
In a Tencent Cloud community salon, experts Li Lei and Sun Xuan shared how engineers become architects by tackling real‑world problems, mastering fundamentals, balancing soft and hard skills, and designing context‑specific, cost‑effective solutions, emphasizing continuous learning, clear communication, and a problem‑first mindset.
The article explains China’s “new infrastructure” concept—originating from the 2018 Central Economic Work Conference, covering seven technology‑driven sectors such as 5G, AI and data centers—while contrasting it with traditional “iron‑public‑foundation” projects and highlighting its role as a growth engine for high‑quality economic transformation.
The article examines why basic functional testing jobs are dwindling, highlights growing opportunities in automation, performance, security, big‑data and AI testing, and offers a practical roadmap to help testers acquire new skills and advance toward higher‑salary roles.
This article explains how Youku combined user‑growth objectives with real‑time bidding (RTB) advertising, designing and optimizing DSP algorithms to maximize high‑value daily active users under cost constraints, covering business background, RTB mechanics, ranking models, pricing strategies, engineering pipelines, and future directions.
The article analyzes the pandemic‑driven surge in online education, outlines the challenges faced by traditional offline institutions, compares live, small‑class, dual‑teacher, recorded and AI‑interactive formats, evaluates SaaS tool options, and details how cloud services—especially Tencent Cloud—can be leveraged to build scalable, cost‑effective teaching platforms.
The article reviews the rapid rise of Serverless as the next evolution of cloud computing, citing Gartner forecasts, real‑world case studies, best‑practice recommendations, and perspectives from global experts on its benefits, challenges, and future impact on development and operations.
A Tencent Cloud TVP closed‑door meeting gathered top online‑education experts to analyze COVID‑19's sudden boost to the sector, discuss user behavior, content production, growth strategies, and the future of digital, data‑driven learning beyond the pandemic.
This article outlines Youku’s end‑to‑end quality assurance framework, detailing how the company tackles fast product cycles, complex playback verification, and device fragmentation through a platform‑based, offline‑online system that boosts development efficiency and delivers reliable user experiences across its services.
The COVID‑19 pandemic exposed critical supply‑chain and production bottlenecks in Chinese manufacturing, prompting a rapid shift toward digital transformation powered by AI, 5G, cloud computing and big‑data platforms, with industry leaders outlining strategies, challenges, and the emerging role of industrial‑internet solutions.
The article reflects on Youzan’s testing team evolution, from its late start in 2014 to hiring code‑savvy testers, role consolidation, long‑term value thinking, and how these practices shaped a high‑quality engineering culture, while also announcing their newly published ebook.
The article reviews a Tencent Cloud TVP closed‑door forum where experts compared MySQL 8.0, PostgreSQL, Redis and the cloud‑native CynosDB, highlighting each product’s technical strengths, ecosystem support, and the broader industry trend toward cloud‑native, multi‑database solutions as the future of data management.
This article explains how the Nanomirror data analysis platform introduces intelligent slice analysis—both activity‑metric and AB‑bucket slice analyses—to uncover the most impactful user segments, guide targeted interventions, and improve operational efficiency for Xianyu’s online campaigns.
The article outlines how technology professionals can navigate rapid industry changes by understanding historical tech revolutions, mastering foundational principles, improving learning efficiency, and actively managing time, tasks, and stakeholder expectations, while also offering practical Q&A on career growth and emerging technologies.
This article examines Youzan's systematic overhaul of merchant feedback handling—introducing a closed‑loop workflow, defining SLA‑based bottleneck mitigation, prioritizing requests, and deploying an online management tool—to reduce waste, improve transparency, and accelerate product iteration across multiple departments.
In this candid interview, CTO Shen Jian shares how relentless effort, strategic career moves, and deep integration of technology with business shaped his journey from a struggling student to leading tech teams at Baidu, 58.com, and Kuaigou Dache, offering practical insights for aspiring technology leaders.
The article examines ten frequent excuses testers use to avoid responsibility, explains why each is flawed, and offers practical guidance on adopting a proactive testing mindset, thorough cross‑browser checks, time management, and collaborative problem‑solving to improve software quality.
