Posts

Thoughts on engineering leadership, team structure, and building technology organisations.

• September 3, 2026
  Engineering with Agent Teams

  Multi-agent orchestration extends the single-agent workflow into something that looks less like coding and more like managing a team. What changes, what does not, and where the engineer's judgment still matters most.

• May 5, 2026
  Eight Months with unFix

  Eight months into running an engineering organisation on the unFix model: what has worked, what has not, and the honest tensions.

• April 8, 2026
  AI and the Cost of Doing Things Properly

  The tasks AI has most changed for me are not the hard ones. They are the ones I already knew how to do but kept deferring because the overhead was not worth it.

• March 20, 2026
  AI in Engineering: How My Team Works

  Cursor and CodeRabbit in day-to-day engineering work: the workflow, the examples, and what has changed.

• February 1, 2026
  Beyond Lines of Code

  Most organisations reach for one metric to measure AI adoption: lines of code written or committed by AI. It misleads in both directions. What usage data actually shows, and what it does not.

• September 1, 2025
  Adopting the unFix Model

  What the unFix crew model is, why I adopted it, and how the structure maps in practice.

• August 20, 2025
  Deploy Continuously, Release Deliberately

  Deploying code and releasing features are separate acts. The flags, branches, and quality gates that make frequent, confident shipping possible.