Grow the Harness, Not the Context: From Strategy-Free Scaffolds to Reusable Specialist Agents.

arXiv:2609.26760v2 Announce Type: replace Abstract: Large language model (LLM) agents often handle streams of related tasks, yet standard harnesses repeatedly ask the model to reconstruct the same control decisions inside each task's context. We study whether