Most automation tells a system exactly what to do: run these steps, in this order, every time. Goal automation is different. You hand an agent
In the last guide we defined the agent harness as the runtime that turns a model into an agent: the loop, the tools, the context
A language model, on its own, is not an agent. It reads a prompt and returns text. It cannot run a command, read a file,
Claude Skills are the answer to a problem every team using AI hits eventually: the same context, the same instructions, the same setup, retyped at
Once your team gets past the first month of working with Claude, two things start happening at the same time. Useful work gets bigger. And
Anthropic now ships three ways to put Claude to work, and the names make them sound like rivals. They are not. Claude, Claude Code, and
The conversation about AI agents has moved fast. A year ago it was about whether agents worked at all. Six months ago it was about
The data is in: software engineering job postings are surging, iOS app releases are up 60%, and new websites are exploding. But the real story
