The pandemic has forced a fundamental shift in R&D management toward resource‑centric, DevOps‑enabled practices while prompting tech leaders to rethink career paths, business models, and growth strategies, highlighting both the challenges and opportunities for technology entrepreneurship in the new era.
The article analyzes why business and development teams often clash over requirements, explains the inherent upper and lower limits of IT production capacity, and proposes practical ways—such as staffing, process optimization, architectural improvements, and demand prioritization—to continuously raise the IT output ceiling while lowering maintenance burdens.
This article outlines the responsibilities of frontline technical managers, detailing project release stages, technical review and documentation standards, code style and development conventions, code management practices, and a comprehensive CodeReview process to ensure quality and efficiency across software projects.
This article explores how developers can transform internal systems into market‑ready products by defining system, product, and commodity, illustrating the conversion process with examples, and outlining practical steps, team considerations, and a roadmap for successful productization.
Kunpeng, a three‑level advertising framework for Xianyu, unifies activity‑scene‑material abstraction, extensible DataFetcher and modular filter libraries, and a global traffic‑mixing algorithm, enabling business groups to self‑service material delivery, achieve 60‑100% conversion gains, cut UV cost by ~40% and halve time‑to‑market.
The article explains, using a 1982 Lisa team story and agile practice observations, why lines of code, iteration velocity, and full staff utilization are unreliable productivity metrics and advocates using global outcome metrics and leading indicators for effective software development management.
The article explains Alibaba's mid‑platform (large‑middle‑platform, small‑front‑end) strategy—originating from Supercell’s R&D methods—detailing its organizational architecture, shared service centers, and how it enables rapid, low‑cost innovation across dozens of business units.
In just 13 hours during the Chinese New Year, Ant Financial assembled a cross‑departmental team to design, develop, test, and launch a free health‑insurance‑supplement service for frontline medical workers, showcasing rapid R&D coordination, product management, and technical execution under pandemic pressure.
This tutorial walks developers through installing ZenTao via Docker, explains core Scrum concepts, and demonstrates step‑by‑step how each role—admin, product owner, scrum master, developer, and tester—uses ZenTao to execute a complete agile project lifecycle.
This report details how the HR system team adopted agile methods—including user‑experience mapping, Sprint 0 preparation, backlog planning, Kanban boards, daily stand‑ups, burn‑down analysis, demo sessions, and retrospectives—to improve delivery speed, quality, and business collaboration.
This article outlines a structured retrospective process for the Eagle Eye financial app project, detailing how to create a safe environment, review iteration goals, collect data, identify improvement actions, set acceptance criteria, and strengthen documentation, testing, and requirement reviews to boost team efficiency and product quality.
The 2019 analysis details how major Chinese internet firms—Tencent, Xiaomi, Baidu, JD, Meituan, and Alibaba—restructured their technical committees and leadership to shift from a saturated user‑growth model to a technology‑driven growth strategy, emphasizing open‑source, cloud integration, AI, and R&D management.
This guide presents a comprehensive set of strategic questions candidates can ask during technical interviews to gain insight into responsibilities, technology stacks, team dynamics, company policies, compensation, and remote‑work arrangements, helping them take control of the conversation and showcase their curiosity.
This article details how a logistics startup overcame severe product‑delivery bottlenecks by reshaping team cognition, visualizing value streams, limiting parallel work, and adopting Specification‑by‑Example, resulting in a ten‑month cycle with 52 iterations, a 15‑billion‑yuan revenue surge, and dramatically faster, higher‑quality releases.
This article shares practical guidelines for recruiters and interviewers to detect poorly crafted resumes, unrealistic experience claims, and superficial technical knowledge by examining candidate age, education, project backgrounds, repeated tech stacks, lack of genuine passion, and by asking targeted verification questions during interviews.
This article outlines three essential principles for responsibly deflecting responsibility in software teams, highlights three scenarios where blame shifting is inappropriate, and provides role‑specific tactics for developers, testers, product managers, and ops to navigate workplace conflicts effectively.
This article explores the true nature of problems, explains why precise problem definition is essential for success, introduces a three‑dimensional framework for assessing severity, categorises problems, and presents "layered" and "dimensional" thinking techniques that help engineers and managers generate innovative solutions.
The article describes how JD.com designed and deployed the VMS version management platform—organized around a 3+1 framework of testing online, integration automation, quality automation, and a single trusted data source—to boost the efficiency of thousands of developers working on mobile applications, achieving up to a 20% increase in delivery speed.
The 7FRESH supplier‑direct‑to‑B warehouse initiative, involving six cross‑functional teams and nearly 60 participants, demonstrates how applying a scaled‑agile SAFe framework—through coordinated PI planning, system‑level integration, synchronized rhythms, and continuous retrospection—can successfully deliver complex, high‑value projects while maintaining team cohesion and delivering business outcomes.
The article examines how Tencent reshaped its identity over a thousand‑day “technology upgrade” by redefining its mission, recruiting top scientists, launching AI and quantum labs, confronting internal silos, and instituting open‑source and middle‑platform strategies to become a true technology company.
The author shares personal insights on transitioning from hands‑on technical work to managing technical teams, covering career progression, skill development, effective hiring, team integration, leadership mindset, and strategies for sustainable growth and collaborative success in security‑focused projects.
This article explains the end‑to‑end process of designing, implementing, and visualizing a quality‑measurement system that aggregates department, application, and individual data, defines evaluation methods, and uses offline Hive calculations to deliver fast, flexible dashboards for software quality improvement.
This article chronicles AutoHome’s five‑year journey of financial information system modernization, detailing the initial 2014 challenges, three development phases, the technical stack transitions, and the strategic outcomes that enabled unified finance operations and data‑driven management.
This article outlines Alibaba’s approach to scaling R&D efficiency across its 50,000‑engineer workforce, detailing the challenges of large‑scale development, agile and DevOps practices, value‑focused delivery, and systematic tools that enable sustained high‑quality software production.
This case study describes how we transformed fragmented offline and phone‑based communication among agents, project managers, and merchant services into a seamless, three‑way instant‑messaging system across the Duoduo selling, new‑house, and merchant‑service apps, boosting efficiency, response speed, and user experience.
This article details how MaFengWo built and refined its large‑transportation development workflow over four phases—initial setup, rapid growth, business expansion, and future outlook—leveraging TAPD for agile iteration, issue tracking, test planning, Gantt‑based resource management, and DevOps integration to boost delivery efficiency and product quality.
This article explains why engineers need business sense, defines the concept, shares product and engineering perspectives, outlines common pitfalls, and offers practical steps and real‑world examples for engineers to better understand and influence business outcomes.
The article explores how senior technical managers, from directors to CTOs, need deep technical detail awareness to succeed in fast‑growing companies, illustrating the pitfalls of neglecting details through personal anecdotes, hiring experiences, and practical advice on team structure and leadership.
The article explains John Heskett’s three‑layer model of designer value—decorator, distinguisher, driver—and discusses why design contributions are hard to quantify in projects, offering insights on how designers can better demonstrate impact on product and business outcomes.
This article provides a thorough overview of the enterprise mid‑platform concept, explaining its military origins, why companies adopt platformization for efficiency and innovation cost reduction, detailing various platform types, benefits, challenges, and practical recommendations for successful digital transformation.
This article examines the concept of a technical middle platform, outlining its purpose, the prerequisites for its adoption, the challenges of implementation, and the trade‑offs between over‑engineering and under‑delivering, while sharing real‑world examples of organizational friction and best‑practice recommendations.
The article shares a senior Alibaba engineer’s journey from a pure technical role to a business‑savvy tech leader, offering practical advice on why business insight is essential for developers, how to acquire it, and the impact it has on career growth and R&D effectiveness.
Facing a thousand‑person, multi‑team, multi‑topic mobile platform, Baidu’s App engineering team built a layered, closed‑loop agile framework—covering organization, business architecture, scope, timeline, risk, and stakeholder management—to streamline delivery, reduce handover costs, and accelerate value.
This article shares candid interviews with three seasoned programmers facing mid‑career challenges, explores their job‑search experiences, and distills actionable advice on handling the mid‑life crisis, leveraging networks, and balancing technical growth with business value.
A reflective essay explores how a tech professional’s neglect of technical depth, hiring practices, and management details can derail careers, illustrated through personal anecdotes, headhunter experiences, and real‑world examples of directors and VPs struggling without solid technical foundations.
This article recounts a four‑year journey at UC, detailing how the author progressed from a single senior engineer to managing teams of over 200, sharing practical insights on demand management, project execution, team culture, rapid product delivery, and organizational scaling.
JD Retail Technology & Data Mid-Platform launched comprehensive agile development in early 2019, achieving 79% agile project adoption and 11% shorter delivery cycles by April 20, recognizing 7 outstanding agile teams and 7 agile champions quarterly to drive continuous improvement.
The article explains Alibaba’s adoption of a ‘big middle platform, small front‑end’ strategy inspired by Supercell, detailing its organizational mechanism, data and product capabilities, and provides a visual overview of the architecture along with links to related in‑depth resources.
In an interview, JD data platform leader Li Wei discusses how dynamic balance between business demands and technical improvement, knowledge computing, and AI-driven product quality control can drive innovation, enhance user experience, and shape future R&D management strategies.
Tao Wen explains that technical depth is demonstrated by how engineers optimize both operation‑maintenance and R&D activities—reducing costs, improving agility, and delivering unique solutions—so interviewers look for a candidate’s proven competitive advantages and the tangible value those strengths bring to the company.
The article analyzes the difficulties of quantifying software R&D efficiency, critiques common measurement methods, proposes two guiding principles—global over local metrics and result over output—and presents a comprehensive set of delivery efficiency, quality, and capability indicators with calculation logic.
The article examines agile transformation as a systematic, multi‑dimensional improvement effort, using YouZan’s evolution to illustrate how project‑manager roles expand from informal coordination in tiny workshops through functional, business‑unit, matrix, and strategic‑business‑unit structures, emphasizing the need to look beyond R&D formalities and consider systemic, time‑delay effects.
The article examines why Chinese software engineers face severe overtime compared to their U.S. counterparts, analyzing product decision processes, the low technical voice in China, infrastructure shortcomings, and cultural attitudes toward work‑life balance, revealing systemic factors behind the disparity.
This guide explains why daily stand‑up meetings are vital for project communication, outlines a step‑by‑step method for introducing them in weak‑matrix organizations, and provides practical tips on preparation, commitment, timing, three‑question format, and continuous feedback to improve team efficiency.
The article outlines Ctrip’s three‑phase technology evolution—from a simple call‑center architecture to layered internet and mobile platforms, and finally to a cloud‑based big‑data and AI‑driven ecosystem—highlighting architectural changes, operational challenges, and strategic lessons for fast‑growing internet companies.
This article explains the purpose, prerequisites, organization, preparation, focus points, execution, and follow‑up of daily stand‑up meetings, emphasizing value‑flow, Kanban visualization, and practical checklists to help teams collaborate effectively and deliver value smoothly.
This article recounts a real‑world agile transformation where a vendor‑centric, zero‑to‑one business system was delivered by iteratively applying agile, lean, and DevOps practices such as JIRA tracking, WIP limits, weekly planning, daily stand‑ups, and shortened feedback loops, highlighting the coach’s role in the trenches.
This article outlines the philosophical mindset, career stages, essential knowledge, and practical habits needed to evolve from a junior programmer to a senior architect, offering concrete steps, role responsibilities, and advice on continuous learning and effective time management.
The article explains why active involvement of business stakeholders in agile practices is essential for delivering value, obtaining timely feedback, and avoiding the pitfalls of waterfall development, illustrated with a Boeing 777 case study and practical recommendations for effective collaboration.
The article presents a comprehensive case study of the C3 credit system’s agile and DevOps transformation, detailing the challenges in configuration and version management, the design of a dual‑mode development and delivery platform, automated pipelines, quality controls, full‑process traceability, organizational rollout, and the resulting efficiency gains, while also including a DevOps recruitment notice.
In this interview, JD Digital's new data asset chief Zhang Xu shares his background, explains how the Outstanding Achievement Award is judged, highlights memorable candidates, and discusses the essential qualities and management principles he expects from technology professionals.
This article explains how Fangduoduo’s R&D team creates an empowering platform by gathering creative talent, fostering a self‑driven culture, integrating product thinking into engineering, and applying DevOps, OKR, and Scrum practices learned from leading Silicon Valley companies.
The article uses a vivid hot‑pot dinner scenario to illustrate common pitfalls in agile software development and explains how structured review meetings—pre‑, during‑, and post‑sessions—help teams deliver the most valuable product efficiently.
The article explains how organizations can increase adaptability by decentralizing decision authority across microservice components, outlines key decision areas to empower, and offers practical guidance for balancing speed, safety, and governance in modern software development.
The article details Suning’s Internet‑plus transformation, describing its strategic “one body, two wings, three clouds, four ends” model, the evolution of its enterprise architecture across three generations, the adoption of cloud, SOA, micro‑services, big‑data and AI platforms, and the accompanying R&D and organizational reforms.
This article explains agile development’s core business goals of faster value delivery and effective learning, defines agile as early value delivery and adaptive response, and presents a comprehensive five‑group metric system—including release capability, demand response cycle, throughput, built‑in quality, and external delivery quality—to assess and improve continuous delivery performance.
This article shares practical insights from an experienced interviewee and interviewer on how interviewers should conduct efficient, two‑way interviews, common pitfalls to avoid, key evaluation criteria such as technical ability, problem‑solving and design skills, and effective questioning techniques to help candidates and interviewers alike.
In this interview, CTO Qiu Hui shares how she built a 600‑person tech organization, emphasizes hiring for shared values, implements rigorous training and performance systems, and uses AI and big‑data‑driven pricing, image recognition, and recommendation engines to create a competitive edge in the used‑car market.
The article examines the rapid evolution of the fund industry's IT demands, outlines global software development trends toward Agile and DevOps, describes Boshi Fund's own DevOps platform transformation, and highlights how these practices drive financial technology innovation and operational efficiency.
A senior project manager reflects on a four‑month, 100‑person‑day software project that collapsed after launch, analyzing five critical mistakes—from neglecting quality and over‑trusting the team to lacking ownership, design, and code review—and shares the concrete steps taken to rescue the product and the key takeaways for future projects.
The article shares a veteran programmer’s journey from facing a mid‑career tech crisis to leveraging data analysis and soft‑skill expertise, illustrating how shifting focus from pure coding to holistic project and business insight can open new management opportunities and sustain relevance in the evolving tech industry.
The article argues that over‑emphasizing business at the expense of technology harms system robustness, proposes quantifying technical KPIs across business, technical, and team contributions, and offers concrete metrics and examples to help engineering leaders restore a tech‑focused culture.
This article explores how software development leaders can transform their management approach by focusing on clear goals, adaptive leadership, strong culture, continuous improvement, transparency, rapid experimentation, and fun to build autonomous, high‑performing teams.
In this talk, the CTO shares practical insights on transitioning from a technical expert to a manager, outlines the dos and don’ts of technical leadership, and offers personal growth strategies to stay hungry and foolish while building effective, purpose‑driven teams.
In this reflective piece, a Baidu veteran shares how ten years of technical work, team leadership, and mentorship shaped his career, offering practical advice on learning, goal setting, and guiding newcomers through the challenges of a fast‑moving tech environment.
The article examines how adopting microservice architecture reshapes companies into flat, small-team clusters, arguing that microservices function more as an organizational design than a pure technical pattern, and outlines principles for aligning teams with business, embracing uncertainty, and simplifying inter‑team integration.
This comprehensive guide outlines the full software project management lifecycle—including initiation, planning, execution, control, and closure—detailing key tasks, deliverables, tools, and best practices for ensuring efficient, high‑quality development.
The Development Department's fifth division organized an Agile R&D workshop showcasing Scrum practices using TFS electronic Kanban boards, covering work item, personnel, and time management, daily stand‑up demonstrations, discussion outcomes, and future agile development requirements.
This article shares practical leadership lessons from a keynote delivered to over 3,000 tech decision‑makers, focusing on developers' psychology, the shortcomings of traditional management, and actionable ways to inspire high‑quality software teams.
The article discusses how Snowball cultivates an engineer‑focused culture by defining core values such as proactiveness, professionalism, efficiency and empathy, establishing robust infrastructure tools, and implementing balanced punishment and reward systems to motivate continuous improvement and retain talent.
Transitioning from an individual contributor to a technology manager requires abandoning static mindsets, giving team members opportunities, feedback, and support, and learning from examples at companies like Google, while reflecting on personal habits to become an effective R&D leader who fosters continuous growth.
This article explains Scrum's Definition of Done (DoD) and Acceptance Criteria (AC), illustrates common pitfalls through daily stand‑up examples, presents excerpts from the Scrum Guide, compares DoD and AC, and offers practical recommendations for teams to establish clear definitions before the first sprint.
Alibaba’s newly launched DAMO Academy, unveiled at the 2017 Cloud Expo, aims to invest 100 billion yuan over three years in frontier technologies—from AI and quantum computing to cloud services—by establishing global research centers, fostering academic partnerships, and aligning scientific breakthroughs with commercial growth.
The article reflects on the deep divide between core and business development teams, emphasizing the need for thick‑skinned communication, structured feedback channels, realistic expectations, and proactive platform management to turn criticism into constructive collaboration.
This article explains how systematic coordination of design tasks—from daily routines to user behavior, demand planning, production workflows, and quality checks—can transform serial and parallel processes into efficient, habit‑forming practices that boost individual and team productivity.
This essay explores why many programmers feel confused and powerless, linking personal career anxiety to a lack of understanding of the business‑technology‑software value chain, and proposes a value‑driven architectural mindset to align learning, work, and true impact.
The article reflects on programmers' sense of bewilderment, explains how understanding the business‑technology‑software value chain and adopting a value‑driven architectural mindset can help engineers prioritize learning, align with business goals, and reduce wasted effort while enhancing system service capability.
This guide explains how to identify, attract, and evaluate top developer talent, covering candidate sourcing, crafting clear job descriptions, structuring interview panels, asking the right technical and cultural questions, avoiding common hiring pitfalls, and making informed hiring decisions.
The article explains how JD is responding to the VUCA‑driven fourth retail revolution by shifting from a tightly integrated model to an open, modular organization that combines flexible orchestration, open empowerment, and on‑demand customization to create a collaborative retail ecosystem.
The article explains how JD is reshaping its organization into a modular, plug‑in‑based structure to meet the volatile, uncertain, complex and ambiguous (VUCA) environment of the fourth retail revolution, emphasizing flexible combination, open empowerment, and on‑demand adaptability.
The article describes how a large, budget‑constrained software project with vague requirements can be successfully delivered by adopting Scrum, clarifying requirements through collaborative backlog grooming, handling defects immediately, splitting stories vertically, and coordinating multiple feature and platform teams to ensure incremental value delivery.
The article chronicles CTO Wei Xiangjun's journey from Microsoft to Kingsoft and Sina Weibo, highlighting his team‑building strategies, agile product development, architecture innovations, and practical career advice for engineers seeking growth and effective management.
This article explains Alibaba’s middle‑platform strategy, its evolution from a shared service model to a comprehensive business platform, and how it accelerates cross‑service integration, speeds up new‑business rollout, and supports the company’s broader “Five New” initiatives.
This article explores why technical experts often lack management skills, outlines the typical career stages of engineers, and provides practical guidance on developing the mindset, responsibilities, and core competencies needed to become a successful technical manager.
In this talk from the GTLC Global Technology Leadership Summit, senior CTO Xiang Jiangxu shares practical lessons on shifting from business‑driven to technology‑driven strategies, the real impact of AI, AR/VR, smart retail, and how companies like Microsoft, Google, and Suning turn innovation into competitive advantage.
This article recounts how the Taobao Live team applied agile practices over three months, tracking capacity, lead time, quality, and predictability, and demonstrates measurable improvements in delivery speed, defect reduction, and business metric alignment through focused goals, rapid hypothesis testing, and continuous delivery.
This article outlines the core stages of product development, details the architect's responsibilities across these stages, and presents growth and competency models—including the Chuck Kilmer model—illustrating how developers transition from specialists to full‑system architects while emphasizing the need for broad skills and experimentation.
The author shares a candid journey from low‑paid outsourcing coding to senior roles in design, analysis, and big‑data architecture, revealing how understanding value networks, leveraging cloud and data trends, and expanding beyond pure coding can dramatically increase a technologist’s personal and market value.
This article examines how a startup’s Kanban board was redesigned to visualize end‑to‑end value flow, improve cross‑team collaboration, expose bottlenecks, and enable product managers to track and accept work more effectively.
Through two vivid workplace scenarios, this article illustrates how delegating problems can transfer responsibility—symbolized by a ‘monkey on the shoulder’—and analyzes why passing issues to others undermines trust and effectiveness in R&D management.
The article examines the paradox of having many developers but little output, identifying causes such as misaligned roles, poor code quality, communication overhead, mistrust, unclear requirements, and outdated architectures, and offers practical suggestions to improve efficiency in software projects.
This guide explains how to define yearly engineering objectives, estimate required staff by system count, design an organizational chart, and identify hiring gaps while avoiding common pitfalls in headcount budgeting for tech teams.
This article recounts a decade-long journey from a network administrator to a chief architect, sharing personal experiences, career milestones, and three key lessons—self‑reflection, thoughtful action, and embracing change—that can guide developers aspiring to senior technical and leadership roles.
The article explains the definition of software architecture, the multifaceted responsibilities of architects, and eight principles of personal cultivation that help architects make better decisions, communicate effectively, and sustain high‑quality designs over time.
The article explains how to use the User Story Mapping technique on the TFS platform, describing both a direct one‑to‑one mapping approach and a conversion method that transforms business‑level story maps into technical TFS work items for efficient DevOps team collaboration.
An insider critique reveals how Huawei's complex hierarchy, rigid processes, outdated tools, and management culture hinder software development efficiency and quality, urging a shift toward flatter, more agile R&D practices.
The article reflects on a misleading interview about aspiring architects, critiques duplicated logic and tight coupling in enterprise systems, and argues that a true software architect should provide holistic design, reduce redundancy, and possess both technical and coordination skills.
This article explores how engineers can leverage their unique technical language, focus on mastering a single technology, navigate management or expert career tracks, and overcome societal stereotypes to build fulfilling, impactful careers in today's rapidly evolving tech landscape.
This article explains how internet companies can design and evolve technical team hierarchies—from flat, three‑level startups to large, multi‑team enterprises—by aligning roles, responsibilities, and communication flows to product scale and business goals.
The article explains how to successfully launch and drive large‑scale architecture refactoring by translating technical jargon into plain language, using data‑driven arguments, empathizing with stakeholders, and employing structured escalation and win‑win negotiation tactics to align cross‑functional teams.
