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Transformation

What actually changes when organizations modernize technology.

The Platform Team as an Economic Function
Field Note
Jun 15, 2026 6 min read

The Platform Team as an Economic Function

A platform team is not a cost centre. It changes the marginal cost of safe change, and that is an economic argument, not a tooling one.

How to evaluate platform engineering value
Field Note
May 17, 2026 13 min read

How to evaluate platform engineering value

Platform engineering value comes from reducing organizational friction, lowering the marginal cost of safe change, and making delivery evidence visible.

The Human in the loop is not a strategy
Field Note
May 11, 2026 11 min read

The Human in the loop is not a strategy

Human oversight in AI systems must be designed as a control capability, not treated as a reassuring box at the end of a workflow.

When the consumer is a machine
Field Note
May 1, 2026 7 min read

When the consumer is a machine

Event contracts used to be guidance. With agents on the other end, they're the thing the system actually runs on.

AI development & Engineering clarity
Field Note
Apr 2, 2026 7 min read

AI development & Engineering clarity

AI-assisted development rewards engineering clarity because faster execution amplifies the quality, ambiguity, and governance of the system around it.