Using Multiple AI Agents as a Software Engineering Team
A practical model for separating AI agent responsibilities across architecture, coding, testing, review, security, documentation, and governance.
Read articleWriting
Thoughts on AI, software engineering, and how systems are becoming intelligent.
I write to understand ideas better — and to make them clearer for others working with or around these systems.
Featured Writing
Why Reviewing AI-Generated Work Is a Different Skill
AI can generate polished software artifacts quickly, but engineers still need to uncover assumptions, missing context, and hidden risks.
Read articleNot All Engineering Tasks Belong to AI
A practical matrix for deciding where AI helps, where it needs guidance, and where human judgment remains essential.
Read articleFoundations
Concepts explained clearly for those working with or around AI and software systems.
AI & Systems
Exploring how AI fits into real-world software systems, architecture, and engineering practice.
- Using Multiple AI Agents as a Software Engineering Team AI and Software Engineering
- Why Reviewing AI-Generated Work Is a Different Skill AI and Software Engineering
- Not All Engineering Tasks Belong to AI AI and Software Engineering
- How To Tame Your Agent? AI and Software Engineering
- Beyond the Repository: Why AI Needs Work Context Too AI and Software Engineering
- How I Structure Repositories So AI Can Actually Understand Them AI and Software Engineering
- Stop Prompting Harder. Start Giving Better Context. AI and Software Engineering
- Coding Assistants Are Not Junior Developers AI and Software Engineering
- AI Is Not Replacing Agile. It Is Stress-Testing It. Engineering Practice
- How I Used Two AIs to Build a Software Engineering System Software Systems
Building & Experiments
Practical explorations, systems thinking, and experiments in building intelligent software.
- More articles in progress.