Foundations of Agent Harnesses and Model-Harness Pairing - Adaptive Agent Runtimes: Architecture, Synthesis, and State Control @ University of Michigan - Ann Arbor

Ahead-of-Time versus Just-in-Time Harness Construction - Adaptive Agent Runtimes: Architecture, Synthesis, and State Control @ University of Michigan - Ann Arbor

Four-Module Modular Harness Protocol - Adaptive Agent Runtimes: Architecture, Synthesis, and State Control @ University of Michigan - Ann Arbor

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.

Adaptive Agent Runtimes: Architecture, Synthesis, and State Control @ University of Michigan - Ann Arbor

pdf material of the course "Adaptive Agent Runtimes: Architecture, Synthesis, and State Control @ University of Michigan - Ann Arbor".

2-2608.25593v1.pdf

1-2608.15089v1.pdf

Ch.1 Agent Harness Principles and Architecture - Adaptive Agent Runtimes: Architecture, Synthesis, and State Control @ University of Michigan - Ann Arbor

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