Beyond Prompt Engineering: What Actually Makes an LLM Agent Reliable?
中文摘要
该研究对比了纯提示与工具驱动的智能体，指出可靠性源于架构和工具落地，而非单纯的提示工程。
English Summary
Comparing prompt-only and tool-grounded agents reveals that reliability stems from structural integration and grounding rather than just prompt engineering.
Original Excerpt
I compared a prompt-only LLM agent with a tool-grounded transactional agent across 20 controlled tests. The results were more nuanced than… Continue reading on Medium »