Ecdysis: Efficient and Effective Training of Runtime Harnesses for LLM Agents.

arXiv:2609.11677v2 Announce Type: replace-cross Abstract: Self-evolving runtime harnesses can substantially improve the capabilities of large language model (LLM) agents and provide a promising paradigm for optimizing agent execution. Existing failure-driven a