Evoflux: Inference-Time Evolution of Executable Tool Workflows for Compact Agents

In three linesEvoflux is an inference-time evolutionary search method for repairing executable tool workflows in compact agents. On MCP-Bench with 250 tools, it raises execution feasibility from ~3% to 17-24%, outperforming SFT, SFT+DPO, and ReAct under scarce teacher-trace budgets.

Summary generated by Claude — human-verified