Essays, frameworks and patterns from the work we do every day. Fresh posts three times a week.
AI agents are moving from demo to org chart. Here is how UK companies are quietly hiring them alongside humans — and what it changes.
Small, well-placed automations return their cost within weeks and compound for years. Here is the framework we use to pick them.
What actually changes when you build a SaaS product with AI agents as first-class users? A field guide from products we have shipped.
The most important engineering work in AI right now is not the model. It is the tools you give it. Here is why that layer matters.
What we see inside UK companies quietly deploying AI workforces at scale — and how the working day is changing as a result.
A practical framework for picking the first AI automation that will actually pay back — without burning six months on the wrong problem.
