Kalamos

How to Build an Agent

Pencils out.

A small loop: a model, a few tools, and a while-true that lets it read, list, and edit files until the tests go green.

A First Tool

Start with read_file. Then list_files. Then let it edit_file. That is already an agent.

Yes. Keep the surface small. The model does the interesting work when the tools are honest.