i think there’s 2 categories of graphs to think about here 1. static graphs that manage agent control flow, like the core model and tool calling loop embedded in a larger goal loop 2. dynamic graphs that the agent generates to solve a task, like code the agent can write to

Peter Steinberger 🦞

@steipete · Twitter · 2026-07-18 00:34 UTC

Are we still talking loops or did we shift to graphs yet?