Engineering
Cursor, Claude Code, and Copilot: An Honest Enterprise Comparison
Not a feature matrix — a practitioner's view of where each AI coding tool actually performs well and where it falls short in a real engineering context.
Technical Debt in the AI Era: What Changes, What Stays
AI doesn't erase technical debt — it amplifies it. How to think about legacy modernisation and debt management when AI tools are in the picture.
What Is Harness Engineering (And Why Your Dev Team Needs It)
Harness Engineering is the discipline of building the environment that lets AI agents do reliable, production-grade work. Here's what it means and why ad-hoc AI adoption falls short.
Why Your Engineers Aren't Using AI Tools (And How to Fix It)
Most companies buy AI tools for their engineering teams and see partial adoption. The problem is rarely the tools. It's the change management layer that nobody planned for.