Engineering in the Age of AI · Part 1
From Vibe Coding to Agentic Engineering
Why AI coding feels chaotic, where vibe coding breaks down, and why the real shift is from writing code to designing the system around it.
Writing
Writing on software delivery, architecture, leadership, and AI
A three-part series on what AI changes in software engineering once implementation gets cheaper and judgement, structure, and system design become more valuable.
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Engineering in the Age of AI · Part 2
How to Actually Build with AI Agents Without Creating Chaos
A practical playbook for building with AI agents using specs, task slicing, review loops, and a real case study from the Estimation Intelligence Platform.
Engineering in the Age of AI · Part 3
Maintaining AI-Built Systems Without Losing the Plot
Drift, debt, and the maintenance problem that appears after AI makes implementation cheaper.
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The archive
Writing
What Codegarden Inspired Me to Build Next
A Codegarden-inspired experiment in using constrained AI, deterministic scripts, and Umbraco to turn existing sites into structured starting points.
Writing
AI Makes Implementation Cheaper. That Makes Domain Definition More Important
Why cheaper implementation makes definition, modelling, and judgement more important on legacy rebuilds.
Engineering in the Age of AI · Part 1
From Vibe Coding to Agentic Engineering
Why AI coding feels chaotic, where vibe coding breaks down, and why the real shift is from writing code to designing the system around it.
Engineering in the Age of AI · Part 2
How to Actually Build with AI Agents Without Creating Chaos
A practical playbook for building with AI agents using specs, task slicing, review loops, and a real case study from the Estimation Intelligence Platform.
Engineering in the Age of AI · Part 3
Maintaining AI-Built Systems Without Losing the Plot
Drift, debt, and the maintenance problem that appears after AI makes implementation cheaper.