HarnessDev: Can LLMs Create and Evolve Their Own Agent Harness?

  • 类型:arxiv
  • 标识:2609.01437
  • 链接:https://arxiv.org/abs/2609.01437
  • 主分类:evaluation
  • 形态:benchmark
  • TLDR:As agents move from research prototypes to deployed tools, their capability increasingly depends on model-external execution infrastructure, commonly termed the agent harness. Changing this harness while holding model weights fixed can substantially alter task performance. Current agent evaluations typically report downstream performance under a chosen harness, leaving a model's ability to develop the harness itself comparatively underexplored. We introduce HarnessDev, a benchmark that shifts the unit of evaluation from task outputs to runnable infrastructure. HarnessDev covers two stages. In
  • 副分类:agent
  • 待LLM分类:否
  • 来源文件
  • /inbox/tom/_candidates/2026-09-03-agent-rag-longcontext-candidates.json