framework

Procedural Graphs

Proposed representation for LLM agent procedures in which each step is a graph node carrying expected input, output and success conditions, steps are joined by typed edges, and the graph is revised from recorded execution trajectories.

Known aliases

Procedural Graph

Relationships

No evidence-backed relationships are recorded.

Current clusters

build1 publisher

Procedural Graphs keep an agent's flowchart edit only after it passes a validation set

Lu, Chen and Wu store an agent's procedure as typed nodes and edges, and an LLM refiner proposes changes by comparing failed runs with successful ones. Keeping an edit requires a validation set, so adoption starts with scored trajectory logs.

Publishers:dev.to

Reality

Evidence24
Adoption: Insufficient
Hype gap+46
Incentives38
Confidence29