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A Goal Is a Testable Destination
An agent goal states a desired change in the world plus evidence that would show completion. Vague wishes become engineerable only after success and stopping conditions are observable.
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AI Agent Graph Engineering
Graph Engineering for AI Agents
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A Choice Selects Among Alternatives
A Goal Is a Testable Destination
A Tool Changes What an Agent Can Do
Failure Is a Designed State
Feedback Compares Result With Aim
Graph and State Literacy
Graphs Show Things and Relationships
Inputs, Transformations, and Outputs
Instructions Constrain Behavior
Learning Objectives Describe Demonstrable Change
Memory Carries Information Forward
Order Can Change an Outcome
People Retain Meaningful Control
Purpose Limits Data Use
Uncertainty Is Information