The authors built DynBranch, a serving layer that gives unresolved workflow branches stable coordinates.
DynBranch starts and reuses agent work before branches resolve
The serving system assigns stable identifiers to unresolved branches, enabling likely downstream subgraphs to run early and their results to be reused later.
Top University
Junyi Shen · Noppanat Wadlom · Zhengyuan Su · Yao Lu
National University of Singapore
Research Digest··2 min read
Thread:Agent Harness Optimization
Shen et al.
Why this paper
From National University of Singapore · Part of Agent Harness Optimization, now 67 papers
In one line
DynBranch reduces agentic LLM serving latency by speculatively running candidate subgraphs during branch resolution and reusing completed results across requests.
What we could check
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