
How do we actually know if an AI feature is any good?
One misleading running insight becomes a repeatable AI eval, and a reassuring score hides the failure that changes the release decision.
Plain-language guides to AI and emerging technology: what it is, how it works and why it matters.

One misleading running insight becomes a repeatable AI eval, and a reassuring score hides the failure that changes the release decision.

MCP gives AI applications a shared protocol for tools and data. Follow one request through a host, client and server, including a server that calls an API.

An API gives software an agreed way to request data or actions. Follow a Sydney trip through GET, POST, permissions, status codes and failure.

What is an AI agent? A plain guide to the model, tools, runtime, permissions and handover that carry work across more than one step.

A Corolla, a Porsche and a Range Rover. A practical way to choose between AI tools, plus where the analogy breaks and how to test them on your own work.