August 2026
Designing Development Around Agent Loops
A practical model for moving beyond prompt-based workflows: state, tools, evaluation, correction and escalation.
Essay · 12 min
Archive
Writing
Essays, frameworks and longer notes on AI-native engineering, product systems and engineering leadership.
July 2026
When Coordination Costs More Than Execution
What changes when production gets faster but decision rights, approval boundaries and ownership do not.
Essay · 8 min
June 2026
Good Defaults and Expert Tools
How software can reduce effort for new users without limiting control, depth or professional use.
Note · 5 min
May 2026
Evaluation Is Part of the Product
Why reliable judgment and escalation must be designed into agentic systems from the beginning.
Essay · 10 min
April 2026
What Changes When Execution Becomes Cheap
How planning, ownership and organisational constraints become more visible when production accelerates.
Essay · 9 min