Learn Before
StateM Runtime and Runbook Architecture - Long-Horizon Agent Reliability: Stateful Scaffolding and Runtime Verification @ University of Michigan - Ann Arbor
States as Context-and-Contract Boundaries - Autonomous Agent Control Planes: State Scaffolding and Resilient Execution @ University of Michigan - Ann Arbor
StateM Agent Runtime
StateM is an agent-native execution runtime designed for long-running command-line interface (CLI) agents. It externalizes procedural state outside the model context by organizing execution around durable states, phase-local context boundaries, checked transitions, recoverable runbooks, and versioned procedural practices. Unlike conventional orchestrators that break an agent into fragmented, controller-directed sub-prompts or model calls, StateM preserves the primary agent's unified reasoning loop while exposing a shared, machine-operable control surface directly within the agent's native CLI action space.
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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
StateM Runtime and Runbook Architecture - Long-Horizon Agent Reliability: Stateful Scaffolding and Runtime Verification @ University of Michigan - Ann Arbor
Autonomous Agent Control Planes: State Scaffolding and Resilient Execution @ University of Michigan - Ann Arbor
Ch.1 Execution Lifecycle and State Boundaries - Autonomous Agent Control Planes: State Scaffolding and Resilient Execution @ University of Michigan - Ann Arbor
States as Context-and-Contract Boundaries - Autonomous Agent Control Planes: State Scaffolding and Resilient Execution @ University of Michigan - Ann Arbor
Related
StateM Runbook
Formal Runbook Specification in StateM
Phase-Local Node Architecture in StateM
StateM Agent Runtime
Separation of Generic Runtime and Control Profile in StateM
State as Context-and-Contract Boundary
Phase-Level State Abstraction
Evidentiary Hierarchy of Transition Checks
State as a Context Boundary
State as a Contract Boundary
StateM Agent Runtime
StateM Ordered Transition Protocol
Learn After
StateM executes CLI agents by breaking them into fragmented, controller-directed sub-prompts.
Where does StateM expose its shared, machine-operable control surface to the agent?
Describe how StateM's approach to the agent's reasoning loop differs from that of conventional orchestrators.
Match each StateM mechanism to the role it plays in managing execution state.
StateM is an agent-native execution runtime designed specifically for ___ command-line interface (CLI) agents.
Explain how StateM's recoverable runbooks and versioned procedural practices address the team's operational requirements following the system failure.
Where does StateM maintain procedural state during the execution of long-running agents?