Writing
Articles
Engineering notes on requirements, architecture, delivery, and personal projects.
Engineering notes
AI-Assisted Software Development: My Working Approach
How I clarify requirements, design boundaries, guide implementation, and check quality with AI assistance.
Engineering notes
Engineering Ethics in the Age of AI: A Production View
How engineering responsibility shifts with agents, plus a historical, assumption-driven cost scenario.
Engineering notes
How I Prioritized Work on an HR Master Data System
A view of support, delivery, and architecture decisions in a heavily used enterprise platform.
Engineering notes
System and Business Stability in Practice
A framework for service, business, change, and incident stability in operational systems.