An Evaluation-Driven Approach to Designing LLM Agents: Process and Architecture

B **a, Q Lu, L Zhu, Z **ng, D Zhao, H Zhang - arxiv preprint arxiv …, 2024 - arxiv.org
The advent of Large Language Models (LLMs) has enabled the development of LLM agents
capable of autonomously achieving under-specified goals and continuously evolving …

FlowAgent: Achieving Compliance and Flexibility for Workflow Agents

Y Shi, S Cai, Z Xu, Y Qin, G Li, H Shao, J Chen… - arxiv preprint arxiv …, 2025 - arxiv.org
The integration of workflows with large language models (LLMs) enables LLM-based agents
to execute predefined procedures, enhancing automation in real-world applications …