Loop Engineering to Graph Engineering shift explained
A Chinese developer just made the Loop Engineering to Graph Engineering shift click in a way I haven't seen before. Single-agent loops break and go "goal blind," and the fix is thinking in graphs: nodes, edges, state, and policy. Three topologies run most of what matters, diamond, supervisor, pipeline, and they map to Anthropic's five official workflow patterns. The real kicker isn't agent count, it's the determinism you build with verifiers, code fallbacks, and reality anchors. Same architecture broken down with Kimi K3, full A-Z guide included.
