Tagged articles

software development practices

3 articles · Page 1 of 1

Sep 21, 2026 · R&D Management

AI Code Passes Review But Loses Original Intent

This article examines how AI-assisted development accelerates code reviews while silently eroding the original business intent, arguing that teams must shift review focus from code correctness to preserving decision traceability, exception handling, and accountability through lightweight 'intent anchors' in pull requests.

AI-assisted developmentCode ReviewNIST SSDF

0 likes · 11 min read

AI Code Passes Review But Loses Original Intent

Continuous Delivery 2.0

Apr 3, 2023 · R&D Management

Code Owner Rules: Managing Module Ownership and Review Responsibilities

As software projects grow in complexity, assigning owners to code modules and directories using simple Code Owner Rules helps ensure quality, clear responsibility, and timely review of merge requests across multiple developers and teams.

code ownershipmerge request reviewmodule responsibility

0 likes · 3 min read

Code Owner Rules: Managing Module Ownership and Review Responsibilities

Liangxu Linux

Nov 5, 2022 · R&D Management

How to Boost Your Programming Career with Simple Work Habits

This article shares practical programmer work habits—clarifying requirements before coding, waiting for upstream stability, allocating buffer time, and maintaining daily records—to help developers work more efficiently, avoid missteps, and accelerate career growth.

daily loggingprogrammer productivityrequirements analysis

0 likes · 8 min read

How to Boost Your Programming Career with Simple Work Habits