AI Agent as a Goal-Directed Loop
An AI agent observes context, chooses an action, uses a model or tool, and updates what happens next. Its engineered identity lies in this loop and its boundaries, not in a chat-shaped interface.
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AI Agent Graph Engineering
Graph Engineering for AI Agents
Related
Closed-Loop Control Uses Measured Feedback
In this situation—helping a neighbor compare three safe transit routes before 5 p.m.—which choice best applies “A Goal Is a Testable Destination”?
Search Explores Possible States
Success Criteria Need Measures and Guardrails
A Transition Changes Graph State
In this situation—a route planner learning that one suggested station is temporarily closed—which choice best applies “Feedback Compares Result With Aim”?
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Related
Closed-Loop Control Uses Measured Feedback
In this situation—helping a neighbor compare three safe transit routes before 5 p.m.—which choice best applies “A Goal Is a Testable Destination”?
Search Explores Possible States
Success Criteria Need Measures and Guardrails
A Transition Changes Graph State
In this situation—a route planner learning that one suggested station is temporarily closed—which choice best applies “Feedback Compares Result With Aim”?