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A state acting as a context boundary requires the language model to deduce its active obligations and phase history from an append-only terminal log.

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Updated 2026-09-21

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Prep Sessions

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

Context Boundaries, Contract Boundaries, and Transition Checks - Long-Horizon Agent Reliability: Stateful Scaffolding and Runtime Verification @ University of Michigan - Ann Arbor