Where Should the Evaluation Budget Go in LLM-Driven Agent Scaffold Evolution?

arXiv:2610.37276v1 Announce Type: cross Abstract: Large language model (LLM)-driven agent scaffold evolution improves agent workflows through iterative candidate generation and evaluation. Evaluation both guides subsequent search and determines the final scaff