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Continuous Delivery 2.0
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Continuous Delivery 2.0

Tech and case studies on organizational management, team management, and engineering efficiency

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Recent Articles

Latest from Continuous Delivery 2.0

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Continuous Delivery 2.0
Continuous Delivery 2.0
Mar 21, 2025 · Artificial Intelligence

AI-Driven Automated Unit Test Generation Framework: Architecture, Workflow, and Evaluation

This article presents an AI‑powered framework that automatically scans codebases, generates comprehensive unit tests using large language models, and includes self‑repair agents, detailing its workflow, core components, strategies for accuracy, practical benefits, and current limitations.

AI testingLarge Language Modelsself-repair
0 likes · 9 min read
AI-Driven Automated Unit Test Generation Framework: Architecture, Workflow, and Evaluation
Continuous Delivery 2.0
Continuous Delivery 2.0
Mar 17, 2025 · Artificial Intelligence

Understanding Model Context Protocol (MCP) and Its Server Tools for AI Agents

This article explains the Model Context Protocol (MCP) released by Anthropic, describes its three core components, outlines the problems it solves for AI agents, and details four MCP server implementations—github, fetch, sequential‑thinking, and tavily—along with usage commands and code examples.

AI agentsArtificial IntelligenceGitHub integration
0 likes · 5 min read
Understanding Model Context Protocol (MCP) and Its Server Tools for AI Agents
Continuous Delivery 2.0
Continuous Delivery 2.0
Mar 14, 2025 · Operations

The Birth of DevOps: Breaking the Collaboration Wall

This article traces the evolution of DevOps from its 2009 origin, through automation, security, FinOps, platform engineering, and the rise of AI-driven intelligent automation, highlighting future trends such as AI-native toolchains, cognitive collaboration, and sustainable practices that reshape how development and operations work together.

AIDevOpsFinOps
0 likes · 7 min read
The Birth of DevOps: Breaking the Collaboration Wall
Continuous Delivery 2.0
Continuous Delivery 2.0
Sep 29, 2024 · Artificial Intelligence

Four Practical Tips for Using Cursor AI Effectively

This article presents four actionable techniques—clearly stating requirements, requesting code comments, invoking the Composer with Command/Ctrl + I, and configuring AI rules in Settings—to help developers maximize productivity when working with the Cursor AI coding assistant.

AI codingCursorcode comments
0 likes · 4 min read
Four Practical Tips for Using Cursor AI Effectively
Continuous Delivery 2.0
Continuous Delivery 2.0
Aug 30, 2024 · R&D Management

Standardizing Development, Testing, and Deployment to Boost R&D Efficiency at Tencent Meeting

The article describes how Tencent Meeting improved its R&D efficiency by establishing standardization across development, testing, deployment, and operations domains, unifying programming language and CI/CD pipelines, and introducing environment governance and fast‑update mechanisms to reduce duplication, errors, and delivery time.

R&D efficiencyci/cdsoftware engineering
0 likes · 5 min read
Standardizing Development, Testing, and Deployment to Boost R&D Efficiency at Tencent Meeting
Continuous Delivery 2.0
Continuous Delivery 2.0
Aug 19, 2024 · R&D Management

Why Software Engineering Management Has Stagnated Over the Past Decade

The article analyzes why software engineering management has made little progress in the last ten years, highlighting the lag between rapid technological advances and outdated management practices, cultural and human challenges, and insufficient education and training, and it presents a list of questions collected from various companies.

CultureManagementagile
0 likes · 4 min read
Why Software Engineering Management Has Stagnated Over the Past Decade