From AMR to Execution Graphs for Agentic Workflows

Wed, 12 Aug 2026 00:00:00 +0000

Agent frameworks increasingly expose workflows as graphs. Nodes call models or tools, edges control routing, and persisted state makes long-running work resumable. At first glance, Abstract Meaning Representation seems made for this moment: it also turns language into a graph.

But the two graphs answer different questions.

AMR describes meaning. An execution graph prescribes computation. Connecting them requires a compiler boundary, not a shared diagram format.

Abstract Meaning Representation on Uni Matrix Zero

From AMR to Execution Graphs for Agentic Workflows