pdf material of the course "Long-Horizon Agent Reliability: Stateful Scaffolding and Runtime Verification @ University of Michigan - Ann Arbor".

University of Michigan - Ann Arbor

Learners will master the engineering architectures and control principles required to build reliable, stateful scaffolding for long-horizon autonomous agents. Through in-depth analysis of runbook state machines, context-contract boundaries, and runtime transition verification, participants will learn how to systematically mitigate operational failure modes and implement recoverable execution protocols. By the end of the course, engineers will be equipped to design, evaluate, and optimize resilient agent harnesses capable of sustaining execution integrity across complex workflows.

Long-Horizon Agent Reliability: Stateful Scaffolding and Runtime Verification @ University of Michigan - Ann Arbor

Ch.1 Foundations and Operational Challenges - Long-Horizon Agent Reliability: Stateful Scaffolding and Runtime Verification @ University of Michigan - Ann Arbor

Ch.2 Runtime Architecture and Boundary Control - Long-Horizon Agent Reliability: Stateful Scaffolding and Runtime Verification @ University of Michigan - Ann Arbor

Ch.3 State Persistence and Continuous Optimization - Long-Horizon Agent Reliability: Stateful Scaffolding and Runtime Verification @ University of Michigan - Ann Arbor

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