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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
Tencent Tech
Tencent Tech
Dec 22, 2025 · Artificial Intelligence

How QQ Browser Turned AI Chat Into a 23‑Tool Production Line in Two Weeks

In two weeks the QQ Browser team used AI‑driven CodeBuddy to let a non‑coding product manager create a loan‑repayment calculator, then generalized the workflow into a reusable template, added Git‑based versioning, command‑line automation and preview tools, ultimately launching 23 small utilities and boosting efficiency by over 370%.

AIR&Dfrontend development
0 likes · 18 min read
How QQ Browser Turned AI Chat Into a 23‑Tool Production Line in Two Weeks
macrozheng
macrozheng
Nov 15, 2025 · R&D Management

Why Most Developers Never Become Software Architects – Insights from Top‑Voted Zhihu Answers

The article compiles several highly up‑voted Zhihu answers explaining why only a small fraction of programmers become software architects, highlighting differences in mindset, the limited need for architects in small teams, career trade‑offs, and the practical challenges of gaining high‑scale architecture experience.

MicroservicesR&DSoftware Architecture
0 likes · 5 min read
Why Most Developers Never Become Software Architects – Insights from Top‑Voted Zhihu Answers
DevOps in Software Development
DevOps in Software Development
Nov 4, 2025 · R&D Management

How to Automate Requirement Flow Across Layers in a Software Factory

After structuring and decomposing requirements, this article explains how to define clear, standard value‑stream processes for each demand layer, use a software‑factory platform to drive state‑based automation, and ensure seamless, compliant value delivery from user, system, and software demands to final closure.

Product DevelopmentR&DSoftware Factory
0 likes · 13 min read
How to Automate Requirement Flow Across Layers in a Software Factory
Xiaokun's Architecture Exploration Notes
Xiaokun's Architecture Exploration Notes
Aug 31, 2025 · R&D Management

Why Documentation Is the Architect’s Secret Programming Language

This article summarizes key insights from “Documents: The architect’s programming language,” explaining why documentation acts as an architect’s programming language, outlining core principles, practical writing techniques like bullet points, headers, and avoiding wall‑of‑text, and showing how to organize, review, and share high‑impact documents throughout a project’s lifecycle.

CollaborationDocumentationR&D
0 likes · 10 min read
Why Documentation Is the Architect’s Secret Programming Language
21CTO
21CTO
Aug 25, 2025 · R&D Management

Why Engineering Managers Remain Crucial in the Age of AI Agents

Even as AI agents become commonplace, the article argues that skilled engineering managers are still essential for bridging technology and business, guiding development teams, handling interpersonal challenges, and ensuring that software delivers real customer value.

AI agentsEngineering managementLeadership
0 likes · 7 min read
Why Engineering Managers Remain Crucial in the Age of AI Agents
Architecture and Beyond
Architecture and Beyond
Jul 19, 2025 · R&D Management

4 Essential Mindsets Every Tech Leader Must Master

This article explores four fundamental thinking patterns—control mindset, leverage mindset, endgame mindset, and closed‑loop mindset—that technical managers should adopt to lead teams effectively, make strategic decisions, and continuously improve both themselves and their organizations.

LeadershipMindsetR&D
0 likes · 21 min read
4 Essential Mindsets Every Tech Leader Must Master
Efficient Ops
Efficient Ops
Jul 2, 2025 · Operations

How AI and DevOps Are Shaping the Future of Enterprise Operations

This article outlines the evolution of DevOps standards, organization‑level capability building, AI‑enabled R&D and operations, and the foundational AI‑driven assurance framework, highlighting recent assessments, standards, and industry adoption across finance, telecom, manufacturing, and other sectors.

AIDevOpsOperations
0 likes · 14 min read
How AI and DevOps Are Shaping the Future of Enterprise Operations
Architecture Breakthrough
Architecture Breakthrough
Jun 18, 2025 · R&D Management

Why One‑Size‑Fits‑All Fails in Cross‑Department Projects and How to Adapt

The article reflects on the pitfalls of applying a single, static strategy to cross‑department initiatives, shares a three‑step pilot‑to‑scale model for early stages, and proposes three adaptive tactics—targeted focus, breakthrough tackling, and gap‑filling—for mature phases, emphasizing flexible, goal‑layered management.

R&Dcross-functionalorganizational design
0 likes · 6 min read
Why One‑Size‑Fits‑All Fails in Cross‑Department Projects and How to Adapt
Kujiale Project Management
Kujiale Project Management
Jun 3, 2025 · R&D Management

How Dynamic Process Management Drives New‑Domain Exploration in Four Iterations

This article explains how a project team tackled the challenges of entering a new business domain by replacing rigid, one‑size‑fits‑all controls with a dynamic, LEGO‑like management mechanism that evolved through four versions—chaos, layered, contraction, and attack—resulting in faster alignment, risk pre‑positioning, and collaborative evolution.

CollaborationDynamic ManagementR&D
0 likes · 12 min read
How Dynamic Process Management Drives New‑Domain Exploration in Four Iterations
Tencent Technical Engineering
Tencent Technical Engineering
May 15, 2025 · R&D Management

Choosing Open‑Source Licenses: Balancing Technical Freedom and Commercial Safety – Engineers’ Insights

This article gathers engineers’ experiences and advice on selecting open‑source licenses, explaining GPL’s contagion risk, comparing permissive (MIT/Apache) and copyleft (GPL/LGPL) options, and offering practical guidelines for balancing technical freedom with commercial security across different project scenarios.

GPLMITR&D
0 likes · 10 min read
Choosing Open‑Source Licenses: Balancing Technical Freedom and Commercial Safety – Engineers’ Insights
Ops Development & AI Practice
Ops Development & AI Practice
Apr 17, 2025 · R&D Management

Agile vs. Bazaar: Choosing the Right Development Model for Your Team

While Agile offers structured, fast‑feedback cycles ideal for commercial product delivery, the Bazaar model thrives on voluntary, decentralized contributions that fuel disruptive innovation; this article compares their principles, advantages, challenges, and suitable scenarios, helping teams decide when to adopt or blend each approach.

Bazaar modelOpen source developmentR&D
0 likes · 10 min read
Agile vs. Bazaar: Choosing the Right Development Model for Your Team
DevOps
DevOps
Jan 23, 2025 · R&D Management

Beyond Code: Principles for Software Development, Process, Collaboration, and Management

This article shares practical principles for software developers to transcend pure coding by respecting users, optimizing processes, enhancing collaboration, providing supportive management, and designing flexible, maintainable code, ultimately improving team efficiency and product quality.

R&Dcoding practicesprocess optimization
0 likes · 22 min read
Beyond Code: Principles for Software Development, Process, Collaboration, and Management
Architecture Breakthrough
Architecture Breakthrough
Dec 2, 2024 · R&D Management

Turning Crises into Opportunities: Practical Lessons for Tech Leaders

The article examines a real production incident, highlights how a proactive manager turned the crisis into a learning opportunity by soothing customers, reporting transparently, and then systematically analyzing team processes and management responsibilities to prevent future issues, illustrating the broader principle that danger and opportunity coexist.

Continuous ImprovementPDCAR&D
0 likes · 7 min read
Turning Crises into Opportunities: Practical Lessons for Tech Leaders
DevOps
DevOps
Oct 23, 2024 · R&D Management

The Importance of Vision in Management and Its Impact on Small Teams

This article explores why vision is a crucial, psychologically driven element in management, illustrates its role through examples like Google and SpaceX, explains how even small technical teams benefit from a clear vision, and concludes with a promotional notice for a DevOps engineering certification.

CultureLeadershipManagement
0 likes · 7 min read
The Importance of Vision in Management and Its Impact on Small Teams
Software Development Quality
Software Development Quality
Oct 12, 2024 · R&D Management

Essential Agile Metrics for R&D Teams: Boost Delivery & Quality

This article presents a comprehensive set of agile and R&D process metrics—including delivery cycle, team productivity, sprint throughput, integration frequency, technical debt, and test coverage—detailing their definitions, calculation formulas, recommended improvement actions, and normal versus warning ranges to help engineering teams monitor and enhance performance.

R&Dmetrics
0 likes · 14 min read
Essential Agile Metrics for R&D Teams: Boost Delivery & Quality
21CTO
21CTO
Oct 4, 2024 · R&D Management

How to Build High‑Performance Software Teams: 5 Proven Strategies

James Samuel shares five actionable strategies—clarity, strong team composition, synergy, empowerment, and continuous improvement—to transform struggling software groups into high‑performance R&D teams, emphasizing clear goals, stable sizing, collaborative culture, autonomous ownership, and regular reflection.

LeadershipR&Dhigh performance
0 likes · 6 min read
How to Build High‑Performance Software Teams: 5 Proven Strategies
NetEase LeiHuo Testing Center
NetEase LeiHuo Testing Center
Sep 30, 2024 · R&D Management

Gaining Experience Through Effective Task Management in Test Development

This guide explains how test developers can efficiently complete diverse testing tasks by understanding task requirements, communicating details, classifying tasks, using visual and questioning techniques, preparing appropriate tools, executing work with structured processes, and reflecting on outcomes to turn experience into reusable skills.

R&DSoftware TestingTest Development
0 likes · 22 min read
Gaining Experience Through Effective Task Management in Test Development
JavaEdge
JavaEdge
Aug 1, 2024 · R&D Management

How to Design a Scalable Risk Engine: Architecture, Rules, and Operations

This article outlines an architect's thinking model, a step‑by‑step requirement analysis, core design principles for a risk engine—including efficient rule composition, operational support, unified SDK integration, and an event ingestion center—and presents business, application, data, and technical architecture diagrams to illustrate the complete system.

R&DSoftware EngineeringSystem Architecture
0 likes · 6 min read
How to Design a Scalable Risk Engine: Architecture, Rules, and Operations
Software Development Quality
Software Development Quality
Jul 24, 2024 · Fundamentals

How to Measure Hardware Development Efficiency: 20 Key Performance Indicators

This guide outlines twenty essential hardware development, security, and reliability performance indicators—such as development cycle, defect density, security certification rate, MTBF, and supply‑chain safety—and provides practical measurement methods to help engineers quantify and improve product quality and safety.

HardwareR&DReliability
0 likes · 21 min read
How to Measure Hardware Development Efficiency: 20 Key Performance Indicators
Software Development Quality
Software Development Quality
Jul 23, 2024 · R&D Management

What Are the 5 Key Stages of the R&D Lifecycle? A Visual Guide

An illustrated guide walks you through the five essential phases of the R&D lifecycle—Concept, Planning, Development, Verification, and Release—showing key activities at each stage and linking to further resources on metrics, standards, and best practices for effective product development.

LifecycleR&Dprocess
0 likes · 2 min read
What Are the 5 Key Stages of the R&D Lifecycle? A Visual Guide
Architect
Architect
Jun 2, 2024 · R&D Management

Rewarding Hard Work: Managing Team Morale and Incentives in Technical Organizations

The article examines why rewarding partial achievements and hard‑working teams is essential for morale, fairness, and long‑term performance, using real‑world cases to show the pitfalls of result‑only evaluation and proposing balanced incentive mechanisms for R&D groups.

Performance EvaluationR&Demployee incentives
0 likes · 9 min read
Rewarding Hard Work: Managing Team Morale and Incentives in Technical Organizations
Architecture and Beyond
Architecture and Beyond
Apr 27, 2024 · Product Management

Improving Efficiency in Domestic SaaS Companies: Product, R&D, Customer Acquisition, and After‑Sales Challenges

The article analyses the low efficiency problems faced by Chinese SaaS firms across product, development, customer acquisition and after‑sales, identifies root causes such as homogenous offerings, poor demand management, weak R&D processes, and proposes strategic, cultural, architectural, procedural and metric‑driven solutions to boost overall performance.

Customer AcquisitionR&DSaaS
0 likes · 22 min read
Improving Efficiency in Domestic SaaS Companies: Product, R&D, Customer Acquisition, and After‑Sales Challenges
21CTO
21CTO
Apr 23, 2024 · R&D Management

How to Cultivate Real Creativity in Software Teams: A Manager’s Guide

This article explains how managers can nurture genuine creativity among software engineers by focusing on technical knowledge, collaborative environments, balanced constraints, critical thinking, curiosity, and practical tools, turning creativity into a trainable skill rather than a myth.

InnovationR&DSoftware Engineering
0 likes · 10 min read
How to Cultivate Real Creativity in Software Teams: A Manager’s Guide
Architecture and Beyond
Architecture and Beyond
Apr 13, 2024 · R&D Management

Managing ‘Outlier’ Employees in Technical Teams: Types, Red Lines, and Effective Approaches

The article classifies five distinct types of outlier employees in technical teams, outlines five red‑line rules for managers, and offers practical guidance on how to embrace diversity, set clear boundaries, and handle such staff through open communication, appropriate reassignment, or decisive action when necessary.

LeadershipR&Doutlier employees
0 likes · 7 min read
Managing ‘Outlier’ Employees in Technical Teams: Types, Red Lines, and Effective Approaches
DevOps
DevOps
Apr 9, 2024 · R&D Management

The Rise and Fall of OKR: From Management Tool to Chinese KPI

This article traces the evolution of OKR in Chinese internet giants—from its 2013 introduction and peak popularity to its recent decline and conflation with KPI—while highlighting management theory origins, employee experiences, and concluding with a promotion for the IDCF DevOps conference.

Chinese techOKRR&D
0 likes · 13 min read
The Rise and Fall of OKR: From Management Tool to Chinese KPI
Architecture and Beyond
Architecture and Beyond
Mar 30, 2024 · R&D Management

Guidelines for Conducting Quarterly R&D Team Retrospectives: Questions on Results, Process, Gaps, and Improvements

This article outlines a structured approach for R&D managers to lead quarterly retrospective meetings by asking four key question groups—result, process, gap, and improvement—each broken down into specific sub‑questions that help uncover issues, analyze causes, and define actionable plans for continuous performance enhancement.

ManagementQuarterly ReviewR&D
0 likes · 19 min read
Guidelines for Conducting Quarterly R&D Team Retrospectives: Questions on Results, Process, Gaps, and Improvements
ITPUB
ITPUB
Feb 27, 2024 · Databases

How to Choose the Right Database Tool: Expert Insights and Practical Criteria

This article, based on an interview with Huolala's database leader Cai Peng, outlines essential criteria for selecting database tools from both developer and DBA perspectives, compares small‑scale versus comprehensive solutions, and emphasizes the need for integrated, platform‑level tooling in modern cloud‑driven environments.

DBAR&Dplatform
0 likes · 10 min read
How to Choose the Right Database Tool: Expert Insights and Practical Criteria
Architecture and Beyond
Architecture and Beyond
Dec 16, 2023 · R&D Management

How to Increase R&D Value: Business and Technical Value, Effective Time, and Cost Reduction

The article presents a framework for measuring and enhancing R&D value by combining business and technical value, optimizing effective time, and minimizing abnormal and normal costs through strategic prioritization, streamlined processes, engineering automation, and disciplined cost‑control practices.

Cost reductionR&DTechnical Value
0 likes · 14 min read
How to Increase R&D Value: Business and Technical Value, Effective Time, and Cost Reduction
Wukong Talks Architecture
Wukong Talks Architecture
Oct 12, 2023 · R&D Management

How to Set Reasonable Team Goals Using the SMART Principle

This article explains how applying the SMART framework—Specific, Measurable, Achievable, Relevant, and Time‑bound—helps teams define clear, actionable goals, differentiate measurable KPIs from broader KRAs, and avoid common pitfalls such as vague objectives or resource‑driven targets.

Goal SettingKPIsR&D
0 likes · 5 min read
How to Set Reasonable Team Goals Using the SMART Principle
DevOps
DevOps
Jun 9, 2023 · R&D Management

Preparing for Organizational Change: Building Urgency, Leadership, Team Participation, Goals, Research, and Action Plans

The article explains how to prepare for successful organizational change by creating urgency and recognition, establishing a change leadership team, guiding team participation, defining clear goals, conducting research interviews, and developing detailed action plans, all supported by practical examples and visual illustrations.

LeadershipR&Dchange management
0 likes · 11 min read
Preparing for Organizational Change: Building Urgency, Leadership, Team Participation, Goals, Research, and Action Plans
JD Tech
JD Tech
May 17, 2023 · R&D Management

JD Supply Chain Low-Code Rule Engine Platform: Architecture, Challenges, and Solutions

This article describes JD Supply Chain's self‑developed low‑code rule engine platform, outlining its motivation, high‑concurrency performance challenges, value‑centric design, visual rule‑authoring workflow, SDK integration, and the resulting efficiency gains for both development and business teams.

Business AutomationR&DSoftware Architecture
0 likes · 16 min read
JD Supply Chain Low-Code Rule Engine Platform: Architecture, Challenges, and Solutions
DevOps
DevOps
May 11, 2023 · R&D Management

Why Agile Beats Waterfall: Insights from Two Contrasting Projects

The article compares a large, waterfall‑style, client‑driven project (Project A) with a business‑centric, agile project (Project B), highlighting how agile practices such as continuous collaboration, iterative testing, and value‑driven development lead to higher software quality, faster delivery, and happier teams.

R&Dagileprocess improvement
0 likes · 12 min read
Why Agile Beats Waterfall: Insights from Two Contrasting Projects
21CTO
21CTO
May 10, 2023 · R&D Management

Why Alibaba Dropped Its Group CTO Role and What It Means for Tech Leadership

Alibaba has reorganized its technology leadership by eliminating the group CTO position, merging core tech teams into subsidiaries like Aicheng Technology, and shifting its "big middle platform" strategy toward more agile front‑end structures, signaling a broader move toward decentralized, product‑centric engineering.

AlibabaCTOR&D
0 likes · 4 min read
Why Alibaba Dropped Its Group CTO Role and What It Means for Tech Leadership
DevOps
DevOps
Feb 21, 2023 · R&D Management

Key Insights and Observations on Industrial Software Development and Simulation

This article compiles a hundred concise observations on industrial software development, covering technology valuation, coding practices, design focus, market dynamics, open‑source usage, solver development, numerical methods, and industry trends, while also promoting the IDCF DevOps Hackathon event.

CAER&DSoftware Engineering
0 likes · 12 min read
Key Insights and Observations on Industrial Software Development and Simulation
Architecture and Beyond
Architecture and Beyond
Jan 21, 2023 · R&D Management

How to Write OKRs for Technical Departments

This article explains the history and principles of OKRs, outlines a step‑by‑step process for defining a technical department’s purpose, identifying internal customers and their needs, reviewing past OKRs, and establishing practical guidelines for drafting, iterating, and communicating new OKRs.

OKRR&DTechnical Management
0 likes · 12 min read
How to Write OKRs for Technical Departments
政采云技术
政采云技术
Nov 29, 2022 · R&D Management

Designing an Indicator System for Project Management Using the OSM Model

This article explains how to build a comprehensive indicator system for project management by applying the OSM (Object‑Strategy‑Measure) model, detailing the six essential elements of each metric, domain segmentation, and continuous improvement to align technical and business goals.

Indicator DesignOSM modelProject Management
0 likes · 16 min read
Designing an Indicator System for Project Management Using the OSM Model
Architecture Digest
Architecture Digest
Nov 3, 2022 · R&D Management

How OKR Transformed Vivo Internet Platform Product R&D Team: A Case Study

This article details how the Vivo Internet Platform product R&D team introduced the Objectives and Key Results (OKR) framework, the challenges they faced before its adoption, and the six major improvements—including clearer goals, value‑focused challenges, enhanced collaboration, a stronger learning culture, continuous innovation, and higher employee productivity—that resulted from the OKR implementation.

InnovationOKRProduct Development
0 likes · 20 min read
How OKR Transformed Vivo Internet Platform Product R&D Team: A Case Study
vivo Internet Technology
vivo Internet Technology
Nov 2, 2022 · R&D Management

OKR Implementation and Its Impact on Vivo Internet Platform R&D Team

By adopting OKR, Vivo’s Internet Platform R&D team aligned strategic goals, prioritized high‑value initiatives, streamlined collaboration through the HuoLi platform, fostered a robust learning culture, spurred internal innovation, and boosted productivity, creating a virtuous flywheel that positions the team as a self‑organizing, high‑performance benchmark.

OKRProduct DevelopmentR&D
0 likes · 21 min read
OKR Implementation and Its Impact on Vivo Internet Platform R&D Team
DevOps
DevOps
Oct 25, 2022 · R&D Management

Ten Benefits of Agile Iterations and Common Pitfalls

This article explains the ten advantages of using fixed‑length agile iterations—such as better forecasting, risk control, reduced waste, and improved alignment—while highlighting common pitfalls like extending iterations, treating them as mere timelines, and unstable team composition, emphasizing the prerequisites needed to reap these benefits.

Project ManagementR&Dagile
0 likes · 8 min read
Ten Benefits of Agile Iterations and Common Pitfalls
DevOps
DevOps
Oct 12, 2022 · R&D Management

What Software Needs to Learn from Physical Product Delivery

The article argues that software development should adopt the lean production and value‑stream principles used in physical product manufacturing, highlighting the rising complexity of software in products like cars and urging organizations to treat software as a continuous product flow rather than a short‑term project.

DevOpsLean ProductionR&D
0 likes · 6 min read
What Software Needs to Learn from Physical Product Delivery
Weimob Technology Center
Weimob Technology Center
Sep 2, 2022 · R&D Management

How We Transformed Project Management with Agile Iterations and Kanban in TAPD

This article recounts a company's shift from traditional project management to agile practices, detailing demand grooming, sprint planning, daily stand‑ups, iteration reviews, retrospectives, and the integration of a simple three‑state Kanban board within TAPD to handle uncertain work and improve continuous delivery.

KanbanProject ManagementR&D
0 likes · 12 min read
How We Transformed Project Management with Agile Iterations and Kanban in TAPD
Architecture and Beyond
Architecture and Beyond
Jul 23, 2022 · R&D Management

Effective Organizational Communication: Fundamentals, Steps, and Mechanisms

The article outlines the definition, essential elements, types, and step‑by‑step process of communication within organizations, and proposes formal and informal mechanisms—including meetings, 1‑on‑1s, weekly reports, and knowledge platforms—to improve information flow, alignment, and team cohesion for better management outcomes.

LeadershipR&Dcommunication
0 likes · 26 min read
Effective Organizational Communication: Fundamentals, Steps, and Mechanisms
21CTO
21CTO
May 16, 2022 · R&D Management

How I Lead a 100‑Person Tech Team: 10 Practical Management Lessons

In this article, a tech leader shares ten concrete practices—from delegating authority to group leads and building personal trust, to handling on‑call releases and protecting subordinates—that have helped him effectively manage a diverse 100‑plus‑person engineering organization.

Management PracticesR&DSoftware Engineering
0 likes · 10 min read
How I Lead a 100‑Person Tech Team: 10 Practical Management Lessons
DevOps
DevOps
May 10, 2022 · R&D Management

Amazon’s Two‑Pizza Team Model: Core Logic, Team Structure, and Management Practices

The article explains Amazon’s Two‑Pizza team model, emphasizing its core principles of autonomy, responsibility and entrepreneurial spirit, detailing team composition, management practices such as mission‑driven press releases and fitness‑function metrics, and evaluating its advantages and limitations for scaling innovation.

Agile ManagementAmazonR&D
0 likes · 6 min read
Amazon’s Two‑Pizza Team Model: Core Logic, Team Structure, and Management Practices
DevOps
DevOps
May 9, 2022 · R&D Management

Effective Project Risk Control: Five Key Practices to Prevent Delays

This article shares practical guidance on identifying common project risks and outlines five essential practices—comprehensive design, schedule buffers, embracing requirement changes, daily risk synchronization, and detailed launch planning—to help teams manage risks and keep projects on track.

R&Drisk controlschedule buffer
0 likes · 7 min read
Effective Project Risk Control: Five Key Practices to Prevent Delays
政采云技术
政采云技术
Apr 21, 2022 · R&D Management

Key Practices for Effective Team Retrospectives: Building Consensus and Analyzing Strengths and Weaknesses

The article explains how establishing team consensus on the purpose and baseline of retrospectives, understanding the two main retrospective approaches, and equally analyzing both strengths and weaknesses while focusing on key factors and deep analysis can prevent blame culture and improve learning outcomes.

AnalysisConsensusManagement
0 likes · 3 min read
Key Practices for Effective Team Retrospectives: Building Consensus and Analyzing Strengths and Weaknesses
Tencent Cloud Developer
Tencent Cloud Developer
Mar 24, 2022 · Industry Insights

What Tencent’s 2021 R&D Data Reveals About China’s Tech Landscape

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.

Carbon NeutralityGo languageR&D
0 likes · 9 min read
What Tencent’s 2021 R&D Data Reveals About China’s Tech Landscape
Tencent Tech
Tencent Tech
Mar 21, 2022 · R&D Management

Inside Tencent’s 2021 R&D Report: Coding Trends, AI Advances & Innovation

Tencent’s 2021 R&D Report details a 41% rise in engineering staff, 32 billion new code lines, Go becoming the top language, massive growth in open‑source contributions, breakthroughs in cloud OS, databases, AI, and a commitment to carbon‑neutral technology‑driven social impact.

AIBig DataR&D
0 likes · 8 min read
Inside Tencent’s 2021 R&D Report: Coding Trends, AI Advances & Innovation
21CTO
21CTO
Jan 3, 2022 · R&D Management

How to Align Bank Tech and Business Teams with Effective Assessment Mechanisms

This article analyzes the mismatched organizational design between banking technology and business units, explains why traditional “technology serves business” models fail, and proposes four practical assessment‑based solutions to create a balanced, collaborative relationship that supports modern fintech demands.

BankingR&Dassessment design
0 likes · 13 min read
How to Align Bank Tech and Business Teams with Effective Assessment Mechanisms
DevOps
DevOps
Nov 19, 2021 · R&D Management

Five Agile Coaching Postures and How to Apply Them Effectively

The article explains five distinct agile coaching postures—coach, lecturer, mentor, consultant, and role model—detailing when to adopt each, how to transition between them, and the importance of maintaining neutrality while guiding teams toward self‑directed improvement.

ConsultingR&Dagile
0 likes · 14 min read
Five Agile Coaching Postures and How to Apply Them Effectively
DevOps
DevOps
Nov 15, 2021 · R&D Management

Key Indicators for Evaluating Genuine Agile Practices

This article outlines six practical metrics—unified backlog, user‑centric requirement description, consistent requirement flow, short lead time, high iteration completion rate, and stable iteration velocity—to help teams distinguish superficial agile ceremonies from truly effective agile execution.

BacklogR&DSAFe
0 likes · 5 min read
Key Indicators for Evaluating Genuine Agile Practices
DevOps
DevOps
Oct 8, 2021 · R&D Management

Scale Innovation Roadmap for Large Organizations: From Innovation 1.0 to 3.0

The article outlines a three‑stage roadmap—Innovation 1.0, 2.0, and 3.0—detailing how large enterprises can systematically build, scale, and sustain innovation through strategic alignment, cultural cultivation, diversified innovation models, closed‑loop mechanisms, and ecosystem partnerships.

InnovationR&DScale
0 likes · 16 min read
Scale Innovation Roadmap for Large Organizations: From Innovation 1.0 to 3.0
DevOps
DevOps
Aug 30, 2021 · R&D Management

How to Build High‑Performance Agile Teams in a VUCA World

The article explains how agile teams can thrive amid VUCA conditions by aligning clear goals, fostering intrinsic motivation, and developing diverse capabilities, offering practical management principles and four key practices—goal transparency, capability building, self‑organization, and motivation extraction—to achieve high‑performance outcomes.

R&DVUCAagile
0 likes · 9 min read
How to Build High‑Performance Agile Teams in a VUCA World
政采云技术
政采云技术
Aug 17, 2021 · R&D Management

Project Management Knowledge for Software Developers

This article introduces essential project management concepts, including the five process groups, demand review, risk identification, scheduling, and reporting, to help software developers improve coordination, communication, and overall efficiency in their development workflows.

Project ManagementR&Dprocess groups
0 likes · 12 min read
Project Management Knowledge for Software Developers
21CTO
21CTO
Aug 10, 2021 · R&D Management

How Can Business Developers Evolve into Technical Leaders? A Mindset Blueprint

This article examines the hidden mental models that constrain business developers, explains why their self‑perception often mismatches evolving environmental demands, and outlines a step‑by‑step framework for shifting from a code‑centric role to a holistic technical‑lead position that drives customer digitalization.

Career DevelopmentMindsetR&D
0 likes · 18 min read
How Can Business Developers Evolve into Technical Leaders? A Mindset Blueprint
DevOps
DevOps
Jul 1, 2021 · R&D Management

Best Practices for Building High‑Efficiency Teams – Insights from Chen Hao

In this talk, former Amazon and Alibaba chief architect Chen Hao shares practical ideas on why high‑efficiency teams matter, how to create them through people selection, processes, leadership, and automation, and offers concrete management tactics such as clear goals, small‑team structures, and data‑driven decision making.

LeadershipR&DSoftware Engineering
0 likes · 22 min read
Best Practices for Building High‑Efficiency Teams – Insights from Chen Hao
Architecture Digest
Architecture Digest
Jun 19, 2021 · R&D Management

Team Management Framework: Two Dimensions and Ten Modules

This article presents a comprehensive team management framework built from the ground up, outlining two overarching dimensions and ten distinct modules—ranging from time and project management to talent recruitment and team building—to help organizations systematically improve their management practices.

FrameworkGoal ManagementR&D
0 likes · 8 min read
Team Management Framework: Two Dimensions and Ten Modules
21CTO
21CTO
May 29, 2021 · R&D Management

China's Vision for Tech Self‑Reliance: Xi's 2021 Academy Congress Speech

In his May 2021 address to the Chinese Academy of Sciences, the Chinese Academy of Engineering, and the China Association for Science and Technology, President Xi Jinping stressed the strategic importance of scientific self‑reliance, outlined achievements in basic research, high‑tech industries, and defense, and called for deeper reforms, talent cultivation, and global cooperation to build a world‑class innovation system.

ChinaR&Dinnovation strategy
0 likes · 21 min read
China's Vision for Tech Self‑Reliance: Xi's 2021 Academy Congress Speech
21CTO
21CTO
May 11, 2021 · Product Management

Mastering Strategic Planning: 4 Proven Methods to Boost Team Success

This article explains why planning is essential for every team, outlines two core thinking modes—inductive and deductive—and shares four practical planning methods (similar‑thinking, dimensional‑thinking, reduction‑thinking, and specialization) to help practitioners create focused, actionable, and measurable roadmaps.

MethodologyPlanningR&D
0 likes · 15 min read
Mastering Strategic Planning: 4 Proven Methods to Boost Team Success
21CTO
21CTO
May 5, 2021 · R&D Management

What Google Taught Me: Differentiation, Tech Mindset, and Management Insights

The author reflects on a decade at Google, sharing how exposure to a diverse, innovative environment reshaped his views on differentiation, transformed his technical mindset from user to owner, and revealed unconventional management practices that emphasize empowerment, tool‑driven processes, and the pursuit of joyful, purpose‑driven work.

DiversityEngineering CultureGoogle
0 likes · 16 min read
What Google Taught Me: Differentiation, Tech Mindset, and Management Insights
21CTO
21CTO
Mar 19, 2021 · R&D Management

What Tencent’s 2020 R&D Report Reveals About Code Growth and Developer Productivity

Tencent’s 2020 R&D Big Data Report shows the company added 2 billion lines of code, with R&D staff comprising 68% of its workforce, highlights C++ as the top language, details significant efficiency gains, and reveals high‑quality code output from technical leaders and senior engineers.

R&DTencentproductivity
0 likes · 3 min read
What Tencent’s 2020 R&D Report Reveals About Code Growth and Developer Productivity
21CTO
21CTO
Feb 19, 2021 · R&D Management

What I Learned in My First Year as CTO: 14 Hard‑Earned Lessons

In this reflective guide, a newly appointed CTO shares his career timeline, defines the CTO role, adapts a proven framework, and outlines fourteen practical lessons—from self‑belief and time management to delegation, handling chaos, and making smart decisions—to help technology leaders thrive.

CTOCareer DevelopmentR&D
0 likes · 19 min read
What I Learned in My First Year as CTO: 14 Hard‑Earned Lessons
DevOps
DevOps
Feb 4, 2021 · R&D Management

Ed Catmull on Fostering Creativity: The Braintrust and Managing Innovation at Pixar

In his 2019 GeekPark Innovation Conference talk, Pixar co‑founder Ed Catmull explains how a culture of equal, candid Braintrust meetings, embracing productive failure, and rapid iteration transformed Pixar’s creative process and later revitalized Disney Animation, offering practical lessons for managing innovation in any organization.

InnovationLeadershipManagement
0 likes · 18 min read
Ed Catmull on Fostering Creativity: The Braintrust and Managing Innovation at Pixar
macrozheng
macrozheng
Jan 17, 2021 · R&D Management

7 Toxic Practices That Can Destroy a Small Tech Team

This satirical guide lists seven counterproductive tactics—like hiring big‑company talent for a startup, misusing agile, ignoring proper role ratios, over‑managing, false startup culture, line‑count performance metrics, and unnecessary middle‑platforms—that can cripple a small software team.

R&DSoftware Engineeringsmall companies
0 likes · 7 min read
7 Toxic Practices That Can Destroy a Small Tech Team
21CTO
21CTO
Jan 7, 2021 · R&D Management

What Every Aspiring CTO Must Learn: Leadership, Empathy, and Decision‑Making

The article shares a CTO’s personal journey from architect to technology leader, emphasizing the importance of empathy, disciplined communication, decisive judgment, building a distinctive team, aligning vision and mission, and fostering a healthy organizational culture to drive effective execution and sustainable success.

CTOR&DTeam Building
0 likes · 15 min read
What Every Aspiring CTO Must Learn: Leadership, Empathy, and Decision‑Making
Java Backend Technology
Java Backend Technology
Jan 7, 2021 · Fundamentals

What Drives China’s Top Software Companies? Insights from the 2020 Competitiveness Report

China’s electronic information federation released a detailed competitiveness index for software and IT service firms, highlighting five performance tiers, rapid revenue growth, strong R&D investment, expanding global exports, and the sector’s pivotal role in digital transformation and national strategic goals.

ChinaDigital TransformationR&D
0 likes · 10 min read
What Drives China’s Top Software Companies? Insights from the 2020 Competitiveness Report
DevOps
DevOps
Dec 23, 2020 · R&D Management

How to Build a Tech Team That Drags Down a Company

The article humorously outlines seven destructive tactics—such as poaching talent from big firms, misapplying agile, enforcing unrealistic role ratios, neglecting proper technical management, promoting false startup culture, using line‑count performance metrics, and building unnecessary middle‑platforms—to illustrate how to deliberately cripple a small‑to‑mid‑size tech team.

R&DSmall businessSoftware Engineering
0 likes · 6 min read
How to Build a Tech Team That Drags Down a Company
Architecture Digest
Architecture Digest
Dec 19, 2020 · R&D Management

Sustainable Technical Team Culture: From Passive to Active Drive

The article reflects on how most members of technical teams are passively driven, examines the unsustainable management practices that try to force active drive, draws parallels with education and economic sustainability, and proposes a more balanced, sustainable team culture that respects individual differences and long‑term growth.

R&DSoftware EngineeringSustainability
0 likes · 10 min read
Sustainable Technical Team Culture: From Passive to Active Drive
IT Architects Alliance
IT Architects Alliance
Nov 27, 2020 · R&D Management

Why Do We Really Need Software Architecture? Uncovering the True Purpose

This article examines common misconceptions about software architecture, explains that its core purpose is to manage system complexity, offers practical guidance for identifying complexity hotspots, and presents a concrete university student‑management system case study to illustrate effective architectural decision‑making.

R&DSoftware ArchitectureSystem Design
0 likes · 11 min read
Why Do We Really Need Software Architecture? Uncovering the True Purpose
ITPUB
ITPUB
Sep 18, 2020 · Product Management

Why Top Tech Talent Should Choose High‑Growth Companies Over Fancy Titles

The article offers seasoned product and engineering professionals practical criteria—such as intrinsic growth ability, technology investment, and team excellence—to evaluate internet companies, warning against superficial attractions like large financing, titles, or short‑term perks that may hinder long‑term career development.

Growth PotentialR&Dcareer advice
0 likes · 12 min read
Why Top Tech Talent Should Choose High‑Growth Companies Over Fancy Titles
Beike Product & Technology
Beike Product & Technology
Sep 17, 2020 · Operations

Improving Efficiency through “No‑Test” Operations in a Trading Platform

This article analyzes the challenges of fragmented, high‑volume demand in a trading platform’s QA process and describes how introducing a tiered “no‑test” policy, white‑list and data‑driven operations, and rapid‑response procedures significantly boosted delivery efficiency and raised developers’ quality awareness.

R&Defficiencyprocess improvement
0 likes · 8 min read
Improving Efficiency through “No‑Test” Operations in a Trading Platform
ITPUB
ITPUB
Aug 28, 2020 · R&D Management

Why Building a Chinese MATLAB Is So Hard – Challenges and Insights

The discussion analyzes why creating a domestic MATLAB‑like scientific computing platform in China faces steep technical, talent, market, and funding obstacles, and proposes ecosystem and policy measures to foster homegrown alternatives.

ChinaMATLABR&D
0 likes · 23 min read
Why Building a Chinese MATLAB Is So Hard – Challenges and Insights
JD Retail Technology
JD Retail Technology
Aug 27, 2020 · Artificial Intelligence

Academia vs. Industry in AI: Differences, Development Challenges, and Collaborative Opportunities

The article compares academic and industrial AI research by examining leadership, team composition, research focus, funding, compute resources, and data usage, outlines core AI elements and development challenges, presents JD's AR try‑on and try‑shoe projects, and proposes collaboration models and talent‑exchange mechanisms to bridge the two worlds.

@DataAIAR
0 likes · 15 min read
Academia vs. Industry in AI: Differences, Development Challenges, and Collaborative Opportunities
DevOps
DevOps
Jul 30, 2020 · R&D Management

Managing Cross‑Department and Supplier Projects in Traditional Enterprises: Causes, Diagnosis, and Short‑ and Long‑Term Solutions

Traditional enterprises face low R&D efficiency due to heavy, multi‑layered project management and over 70% cross‑project, cross‑department, and supplier involvement; this discussion identifies root causes, diagnostic methods, and practical short‑ and long‑term strategies to improve coordination, visibility, and organizational structure.

R&Dagilecross-functional
0 likes · 11 min read
Managing Cross‑Department and Supplier Projects in Traditional Enterprises: Causes, Diagnosis, and Short‑ and Long‑Term Solutions
Programmer DD
Programmer DD
Jul 20, 2020 · R&D Management

10 Surprising Reasons Projects Fail (And How to Avoid Them)

Drawing from years of project experience, the author outlines ten common factors—ranging from unattainable goals to inexperienced managers—that consistently lead to project failure, and suggests that even a single misstep can doom a project.

PlanningR&DTeam Building
0 likes · 3 min read
10 Surprising Reasons Projects Fail (And How to Avoid Them)