graphs · crews · loops · self-editors · one family of names

Pick your frame: five ways to build the same agent

Underneath every agent framework is the same small loop: show the model the situation, let it think, maybe call a tool, feed the result back, repeat. You could write it in an afternoon, and for some jobs you should. What a framework actually sells is an opinion about who owns the next step: a graph you drew, a crew you cast, the model itself, a full kit with a deploy path, or an agent that edits its own tomorrow. This lab builds the same support-ticket agent behind each opinion, so the differences stop being brand names and start being trade-offs, and it ends by untangling the one family of names everyone mixes up.

Three neighbours. The ADK lab is one of these frames explored in depth. The agents-building-agents lab is what you do with a frame once picked, and the evaluation lab is how you judge the result regardless of frame.