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DynBranch: Speculative Subgraph Reuse for Dynamic Agentic LLM Serving
Agentic LLM workflows decide their execution paths at runtime. Downstream computation may be predictable, or may have run before, yet it cannot begin until the model or the user resolves the branch. We call this serialization the branch-resolution barrier. Caching alone does not hide it: the key tha
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