Sparse Routing in Shared Agent Runbooks
Sparse routing is an architectural pattern designed to allow a single, shared runbook to govern diverse, heterogeneous tasks without inducing control drift. Rather than encoding exhaustive, per-task procedures into the global workflow, sparse routing organizes control into:
- A Thin Shared Runbook: Maintains a lightweight, general state backbone common across all tasks.
- Semantic Triggering: Activates specialized pathways and policies derived from observable task semantics rather than static task identifiers.
- Late State-Local Checks: Enforces specialized transition checks and constraints only when current task context and workspace artifacts explicitly demonstrate elevated downstream failure risk.
This structure preserves broad agent autonomy on routine tasks while selectively enforcing stringent controls only where specific failure modes are likely to occur.
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Prep Sessions
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
Failure-Driven Harness Optimization and Procedural Memory - Long-Horizon Agent Reliability: Stateful Scaffolding and Runtime Verification @ University of Michigan - Ann Arbor
Related
Failure-Driven Harness Optimization
Golden Rules for Harness Profile Development
Control Drift in Multi-Task Harness Optimization
Sparse Routing in Shared Agent Runbooks
Multi-Task Harness Abstraction via Hyper-Agent
Procedural Practices in Agent Harnesses
Single-Task Harness Adaptation Loop
Selective Filtering in Harness Learning
Procedural-Memory Gap in Autonomous Agents
In multi-task harness optimization, what iterative practice triggers control drift?
Control drift is a defect caused by fine-tuning shifts in the model's underlying neural network weights.
Identify two distinct operational consequences that localized rules and checks inflict on an agent when control drift occurs.
Sparse Routing in Shared Agent Runbooks
Learn After
In the sparse routing pattern for shared runbooks, how are specialized pathways and policies activated?
Under the sparse routing pattern, specialized transition constraints are enforced uniformly at every step across routine and complex tasks alike.
Identify the three structural components that organize control in the sparse routing pattern.