Just-in-Time Agent Harness Construction
Just-in-Time (JIT) agent harness construction is an execution paradigm where a task-specific operational scaffold is synthesized dynamically on the spot at inference time rather than precompiled ahead of time. Under the JIT paradigm, a trained generator receives the target task specification, operational protocol, available capability registry, and prior harness context to assemble an adapted harness instance. By tailoring memory management, planning representations, and action loops to the exact problem at hand, JIT construction amortizes harness optimization and shifts agent design from repeated offline search to runtime synthesis and evolutionary revision.
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Prep Sessions
Adaptive Agent Runtimes: Architecture, Synthesis, and State Control @ University of Michigan - Ann Arbor
Ch.1 Agent Harness Principles and Architecture - 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
Related
Ahead-of-Time Agent Harness Construction
Instance-Dependent Harness Demands
Just-in-Time Agent Harness Construction
Model-as-a-Harness
Ahead-of-Time versus Just-in-Time Harness Paradigms
Agent Harness
Model-Harness Pair
According to the principle of instance-dependent harness demands, which structural prior is specifically required for repository-level coding tasks?
Why is optimizing a single ahead-of-time scaffold across heterogeneous tasks problematic?
Just-in-Time Agent Harness Construction
Learn After
At what point in the agent lifecycle does Just-in-Time (JIT) agent harness construction assemble its operational scaffold?
Under the JIT construction paradigm, agent design shifts away from repeated offline search toward runtime synthesis and evolutionary revision.
Explain how Just-in-Time harness construction customizes operational components for a specific problem and identify its impact on harness optimization.
Order the runtime progression of Just-in-Time agent harness construction from input ingestion to task execution.
Model-as-a-Harness
Ahead-of-Time versus Just-in-Time Harness Paradigms