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Tagged articles

role division

5 articles · Page 1 of 1
Data Bricklaying Diary
Data Bricklaying Diary
Aug 9, 2026 · R&D Management

Beyond Multiple Chats: Real Role Division in AI-Assisted Development

The article presents a case study of separating architecture and development roles in AI-assisted programming, emphasizing decision boundaries, design baselines, deliverables, and evidence-based handoffs. It shows how architecture handles requirements and design while development implements, with gaps returned to architecture, and how mid-project changes require unified baseline updates to avoid conflicting local facts.

AI-assisted developmentGraph EngineeringSDD
0 likes · 21 min read
Beyond Multiple Chats: Real Role Division in AI-Assisted Development
Model Perspective
Model Perspective
Nov 2, 2022 · R&D Management

Boost Your Math Modeling Success with Two‑Person Team Strategies

Discover how two‑person teams can achieve the highest communication efficiency in math modeling contests by defining clear roles, preparing strategically before the competition, and leveraging positive feedback and double‑checking during the event.

Math Modelingcollaborationcompetition strategy
0 likes · 4 min read
Boost Your Math Modeling Success with Two‑Person Team Strategies
Model Perspective
Model Perspective
May 17, 2022 · Fundamentals

Boosting Two-Person Collaboration in Math Modeling Contests

This guide explains how two‑person teams can maximize efficiency in mathematical modeling competitions by defining clear roles, preparing strategically before the contest, and leveraging positive feedback and double‑checking during the event.

Math Modelingcompetition strategypreparation
0 likes · 4 min read
Boosting Two-Person Collaboration in Math Modeling Contests
Byte Quality Assurance Team
Byte Quality Assurance Team
Mar 3, 2021 · R&D Management

Reading Notes: Google’s Software Testing Philosophy – Role Division and Quality Integration

This article reviews key insights from the book “How Google Tests Software”, highlighting Google’s view that quality stems from integrated development and testing, describing the distinct roles of SWE, SET, and TE, and comparing these practices with typical domestic software testing structures.

GoogleR&D managementdevelopment process
0 likes · 8 min read
Reading Notes: Google’s Software Testing Philosophy – Role Division and Quality Integration
360 Quality & Efficiency
360 Quality & Efficiency
Oct 31, 2018 · Fundamentals

Understanding Role Division and Differences in IT: Development, Testing, and Operations

The article examines how the three pillars of technology organizations—organization, technology, and process—shape role divisions such as development, testing, and operations, explains the emergence of hybrid roles like test‑development, outlines essential skills for testing professionals, and reflects on career planning in the evolving tech landscape.

IT rolescareer planningrole division
0 likes · 6 min read
Understanding Role Division and Differences in IT: Development, Testing, and Operations