{"type": "article", "title": "How Consistent Are LLM Agents? Measuring Behavioral Reproducibility in Multi-Step Tool-Calling Pipelines", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/how-consistent-are-llm-agents-measuring-behavioral-reproducibility-in-multi-step", "original_source": "https://arxiv.org/abs/2605.28840", "published": "2026-05-29T04:00:00+00:00", "accessed": "2026-07-15", "id": "how-consistent-are-llm-agents-measuring-behavioral-reproducibility-in-multi-step"}