Parsing Is Not Executing: Decentralized Compliance for Agentic Query Plan Routing

TRIAGE: Three-level Routing and Intelligent Agent Guidance for Efficient Execution

TRIAGE, a three-level routing framework that reduces token consumption by reusing historical execution trajectories, and proposes an automatic Skill extraction mechanism that distills high-frequency trajectory patterns into deterministic Skills, creating a positive feedback loop of the more you use it, the more efficie...

Trust at the Seams: Differential, Decentralized Compliance for Composable Query Engines

MetaRoute-Bench: Evaluating Meta-Decision Policies for Agentic Workflow Routing

This work presents MetaRoute-Bench, an open, inspectable framework for comparing meta-decision policies under a shared execution model, and releases task generation, policies, traces, tests, and analysis artifacts to support live-system validation.

Learning Compositional Meta-Routing for Agentic Workflows: An Executable Benchmark

This work introduces an executable benchmark and a budget-aware meta-router that composes heterogeneous operations from raw task text that establishes a reproducible testbed and a bounded proof of concept, not evidence of live-LLM performance.

TransForm: Dynamic Format Selection for MCP Tool Outputs in Agentic Data Systems

TransForm is presented, a control/data-plane split in which MCP returns a small envelope plus a machine-readable descriptor, and large payloads are delivered over stream-able HTTP as JSON, Parquet, or Arrow IPC (blob or chunk stream).

AgentWeave: Routing Before Reasoning for Efficient Function Calling in Tool-Rich Language Models

AgentWeave is introduced, a deterministic pre-inference routing layer that constructs a bounded model-visible action space using eligibility, requirement, capability, and routing signals and shows lower mean local-model latency.