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
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,

The Atlanta-based AI firm embeds Anthropic-certified Forward Deployed Engineers inside enterprise teams to find where Claude delivers value, ship it into production, and make adoption
Most teams meet Claude Skills as a single folder that teaches Claude how to do one thing well. That framing is correct, and it is

An agent stops being a chatbot when it starts doing things you didn’t ask it to do, on its own initiative, at the right moment.

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