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Adaptive Agent Runtimes: Architecture, Synthesis, and State Control @ University of Michigan - Ann Arbor
Learners examine the architectural foundations of agent harnesses and model-harness pairing to establish robust closed-loop execution environments. The course investigates the mechanics and trade-offs of ahead-of-time versus just-in-time harness construction for dynamic runtime control. Learners gain the practical skills needed to design and implement a four-module harness protocol spanning memory, planning, action, and tool orchestration.
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