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Xiaomi Tech
Xiaomi Tech
May 15, 2026 · Artificial Intelligence

How Xiaomi Leveraged AI to Transform Air‑Conditioner Installation and Energy Efficiency

The article details Xiaomi's end‑to‑end AI engineering practice for its air conditioners, covering installation‑height verification, AI‑driven energy‑saving control, rigorous lab validation, intelligent fault diagnosis, and cross‑team collaboration that turned vague business needs into measurable performance gains.

AIMachine LearningSmart Home
0 likes · 16 min read
How Xiaomi Leveraged AI to Transform Air‑Conditioner Installation and Energy Efficiency
IT Architects Alliance
IT Architects Alliance
Nov 20, 2025 · Backend Development

How Contract‑First Design Eliminates Cross‑Team Technical Debt

The article examines common cross‑department collaboration pain points like inconsistent API contracts and fragmented toolchains, then proposes a contract‑first architecture using OpenAPI, schema registries, and automated code generation to standardize APIs, data models, and governance processes.

API ContractOpenAPISchema Registry
0 likes · 9 min read
How Contract‑First Design Eliminates Cross‑Team Technical Debt
Architecture Breakthrough
Architecture Breakthrough
Mar 24, 2025 · R&D Management

Building a Bottom‑Up Cross‑Team Architecture in a Large Commercial Bank

The article shares a corporate‑bank architect’s experience of creating a bottom‑up, cross‑functional organization to overcome siloed responsibilities, detailing the challenges, the three‑step implementation framework, and practical templates for task management and agile enterprise architecture.

Bottom-Up LeadershipEnterprise ArchitectureR&D Management
0 likes · 7 min read
Building a Bottom‑Up Cross‑Team Architecture in a Large Commercial Bank
DeWu Technology
DeWu Technology
Mar 19, 2025 · R&D Management

Project Management Evolution: Strategies from the DeWu Algorithm Team

The DeWu Technology Department’s algorithm team outlines its project‑management evolution, confronting shifting business demands and technical complexity, and proposes six strategies—hybrid agile‑waterfall methods, rigorous requirements prioritization, standardized experiment processes, unified documentation, strengthened cross‑team collaboration, and data‑driven outcome quantification—to boost efficiency and business value.

Agile DevelopmentData‑Driven Decision MakingProject Management
0 likes · 21 min read
Project Management Evolution: Strategies from the DeWu Algorithm Team
Data Thinking Notes
Data Thinking Notes
Nov 16, 2023 · Operations

How to Build Robust Data Fault Governance: A Three‑Phase Stability Blueprint

This article outlines a comprehensive data fault governance framework that classifies metrics, defines three development phases, establishes fault‑grading standards, clarifies responsibilities across development, data‑warehouse, and analytics teams, and implements pre‑, during‑, and post‑incident safeguards to dramatically reduce fault frequency and recovery time.

Incident Responseautomationcross-team collaboration
0 likes · 15 min read
How to Build Robust Data Fault Governance: A Three‑Phase Stability Blueprint
JD Retail Technology
JD Retail Technology
Jul 12, 2022 · Operations

Post‑Mortem of JD International Tech R&D’s 2022 618 Promotion: Preparation, Execution, and Lessons Learned

The report details JD International Technology R&D’s first comprehensive preparation for the 2022 618 sales event, describing multi‑regional challenges, the establishment of rapid response mechanisms, stress‑testing activities, operational highlights, identified shortcomings, and actionable recommendations for future large‑scale promotions.

SOPcross-team collaboratione-commerce
0 likes · 9 min read
Post‑Mortem of JD International Tech R&D’s 2022 618 Promotion: Preparation, Execution, and Lessons Learned
Zhongtong Tech
Zhongtong Tech
Jul 27, 2021 · Fundamentals

Master Integration Testing: Why, How, and Best Practices

Integration testing, also known as assembly or joint testing, verifies that combined modules function correctly as a subsystem, covering objectives, processes, test planning, case design, execution, and reporting, while addressing challenges of cross‑team collaboration and ensuring overall system reliability.

cross-team collaborationintegration testingsoftware testing
0 likes · 9 min read
Master Integration Testing: Why, How, and Best Practices
Tongcheng Travel Technology Center
Tongcheng Travel Technology Center
Jun 16, 2021 · Backend Development

Introducing the Activity Open Platform: Architecture, Features, and Deployment

The Activity Open Platform, evolved from the Activity Self-Service Platform, provides a company‑wide component sharing and co‑creation environment with standardized processes, cross‑team collaboration, and high scalability, delivering Pro‑code, Low‑code, and No‑code capabilities that have already boosted development efficiency by 40% across multiple departments.

Component ArchitectureLow‑codePlatform
0 likes · 9 min read
Introducing the Activity Open Platform: Architecture, Features, and Deployment
Taobao Frontend Technology
Taobao Frontend Technology
Jan 20, 2021 · R&D Management

Mastering Cross‑Team Project Management: From Initiation to Delivery

This guide walks through the full lifecycle of a cross‑team project—defining collaboration, outlining the five‑stage workflow, and detailing practical steps for kickoff, requirement review, task breakdown, technical review, communication, risk control, testing, acceptance, and common pitfalls—to help PMs deliver stable, high‑quality outcomes.

Project Managementcommunicationcross-team collaboration
0 likes · 14 min read
Mastering Cross‑Team Project Management: From Initiation to Delivery
DevOps Cloud Academy
DevOps Cloud Academy
Sep 11, 2020 · Operations

Overcoming Common Obstacles in a DevOps Transformation: Lessons from VMware Mobile Products

This article outlines the typical challenges faced during a DevOps transformation—such as resistance to change, rushed feature delivery, technical debt, team structure, skill gaps, automation, environment provisioning, and cross‑team collaboration—and explains the practical solutions VMware applied to achieve faster, higher‑quality releases.

DevOpsTeam StructureTechnical debt
0 likes · 12 min read
Overcoming Common Obstacles in a DevOps Transformation: Lessons from VMware Mobile Products
Youzan Coder
Youzan Coder
Jul 6, 2020 · R&D Management

Mastering Cross‑Team Collaboration with OKR: 3 Practical Tips

In complex, highly specialized organizations, cross‑team collaboration often suffers from misaligned goals and delayed issue detection, but applying OKR with clear alignment, regular reviews, and timely re‑calibration can dramatically improve coordination and reduce hidden losses.

OKRR&D Managementcross-team collaboration
0 likes · 6 min read
Mastering Cross‑Team Collaboration with OKR: 3 Practical Tips
Continuous Delivery 2.0
Continuous Delivery 2.0
Feb 17, 2020 · R&D Management

Using Feature Flags to Control Free Delivery Banner Visibility

The article explains how an e‑commerce company can use a single feature‑flag named “free‑delivery‑banner” to selectively show or hide a free‑delivery banner on the homepage, coordinating across product, delivery‑cost, and marketing teams while minimizing cross‑team dependencies.

Bannercross-team collaborationfeature flags
0 likes · 3 min read
Using Feature Flags to Control Free Delivery Banner Visibility
Youzan Coder
Youzan Coder
Dec 31, 2019 · Product Management

How Youzan Built a Value‑Stream System for End‑to‑End Demand Management

Facing rapid growth, Youzan’s Efficiency Improvement team built a value‑stream system to manage the full demand lifecycle—from business and product planning through research, analysis, scheduling, implementation, and post‑launch value review—reducing information asymmetry, boosting cross‑team trust, and aligning outcomes with OKRs.

OKRProcess ImprovementValue Stream
0 likes · 12 min read
How Youzan Built a Value‑Stream System for End‑to‑End Demand Management
Ctrip Technology
Ctrip Technology
Jan 25, 2018 · R&D Management

Effective Cross‑Team Collaboration in Ctrip’s Service Butler Project: An Agile Case Study

This article recounts how Ctrip’s Service Butler project achieved a one‑month launch by establishing clear division of labor, intensive cross‑team communication, Scrum‑of‑Scrums, War‑Room sessions, and a strong team‑spirit culture, illustrating practical agile management for large‑scale development.

CtripProject ManagementWar Room
0 likes · 8 min read
Effective Cross‑Team Collaboration in Ctrip’s Service Butler Project: An Agile Case Study
Aotu Lab
Aotu Lab
Dec 9, 2016 · Frontend Development

How to Tame Project Uncertainties with Proactive Frontend Collaboration

The article shares practical insights from a JD Cloud redesign project, highlighting how proactive information gathering, early cross‑team communication, and a unified iconfont workflow can reduce hidden variables, improve efficiency, and prevent costly rework in fast‑paced frontend development.

Project Managementcross-team collaborationiconfont
0 likes · 11 min read
How to Tame Project Uncertainties with Proactive Frontend Collaboration