Graph Engineering: A Technical Primer

Graph Engineering: A Technical Primer

9mIntermediate2026-08-18

Authors

Ray Villalobos

Ray Villalobos

Senior Staff Instructor at LinkedIn Learning

Course details

Prompts control the instructions. Context controls what the model sees. The harness controls the environment. Loops control the iteration. Graphs control the organization. Learn how graph engineering turns a pile of agents into something closer to an org chart, with owned workspaces and a harness that coordinates them. The harness handles the orchestration. The catch is cost.

Learning objectives
Distinguish loop engineering from graph engineering.
Identify when a single-agent loop is no longer sufficient.
Recognize the org-chart shape of a multi-agent workflow.
Evaluate the token cost of a graph run and apply the simplicity principle to keep it bounded.

Concepts

The Basics of Graph Engineering

  • Learn graph engineering in 10 minutes