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,
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
GenDD in Practice Travis Shepherd · A field guide for CTOs and architects modernizing at scale The market for mass code modernization is loud, and
You’re probably past the “should we use AI agents?” question. You probably already have agents running. And now you’re starting to feel what happens when
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
