How AI Will Change Software Development Work

A personal reflection on how ChatGPT, Copilot, and AI coding agents changed my workflow and why they may also change the structure of software development teams.

Working Inside Japan's Contract Engineering Services Model

A reflective analysis of how responsibility, incentives, team structure, and testing realities shape large development work in the Japanese-style contract engineering services model.