AI RESEARCH
VineLM: Trie-Based Fine-Grained Control for Agentic Workflows
arXiv CS.AI
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ArXi:2605.23914v1 Announce Type: cross Agentic workflows interleave configurable LLM stages with tool stages and often include retries or refinement loops. Existing workflow managers profile full workflow configurations offline and assign each request a static workflow-level plan that binds each configurable LLM stage to a single model, reuses that model across repeated loop iterations, and does not revisit those choices at runtime.