Humanize MLE Agents: Multi-Agent Session Alternation Beyond Single-Agent Limits.

arXiv:2610.13494v1 Announce Type: new Abstract: Existing LLM-based agent approaches for long-horizon machine learning engineering (MLE) often use context engineering, implemented through custom harnesses that manage tools, skills, and accumulated experience. H