Tagged articles

code ownership

3 articles · Page 1 of 1

Oct 1, 2026 · R&D Management

Keep Coding Joy in the AI Era: Write Code Yourself, Let AI Plan & Review

Haskell core developer turion shares a practical workflow for using LLMs without losing programming satisfaction: humans write code while AI handles planning, research, and automated review via a GAN-like pipeline, avoiding over-reliance on frontier models and token anxiety, and preserving code ownership and mental well-being.

AI code reviewLLM-assisted programmingcode ownership

0 likes · 26 min read

Keep Coding Joy in the AI Era: Write Code Yourself, Let AI Plan & Review

TonyBai

Aug 29, 2026 · Artificial Intelligence

Do You Really Need a Software Factory? Insights from an AI‑Powered Development Experiment

Addy Osmani’s extensive 82‑minute case study shows that while Claude Code or Codex can handle most routine tasks, a full‑blown software factory is only justified for high‑risk, multi‑agent hand‑offs, strict consistency requirements, and when robust verification and human ownership are essential.

AI agentsCI/CDClaude Code

0 likes · 33 min read

Do You Really Need a Software Factory? Insights from an AI‑Powered Development Experiment

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