Synthesizing an agent graph means generating topology and node contracts from goals, capabilities, and constraints. Search should reject invalid designs and compare candidates with execution evidence.

Automated Graph Synthesis Is Constrained Program Generation

In this situation—generating a personalized tutoring workflow from learner goals and constraints—which choice best applies “Automated Graph Synthesis Is Constrained Program Generation”?

A capstone integrates learner discovery, knowledge retrieval, workflow control, multi-agent coordination, graph search, safety, evaluation, and deployment into one bounded system with documented evidence.

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