6 min read
Architecture Is a Business Decision
System boundaries, operating costs, and team structure belong in the same conversation.
Read note: Architecture Is a Business DecisionPublication
Engineering Notes
Thinking for people who build—practical notes, not portfolio pieces.
8 min read
AI Needs an Evaluation Strategy
A useful AI system starts with a clear definition of quality, not a model selection exercise.
Read note: AI Needs an Evaluation Strategy5 min read
The Expensive Part Is Uncertainty
Product discovery is not a phase before engineering. It is how responsible engineering begins.
Read note: The Expensive Part Is Uncertainty7 min read
When Not to Build a Platform
Platform work pays off only when the organisational and product conditions are ready for it.
Read note: When Not to Build a Platform6 min read
Good Constraints Improve Engineering
Clear limits focus technical decisions and give a team a better definition of done.
Read note: Good Constraints Improve Engineering