1
Designing tools an LLM won't misuse
别再甩锅给模型了，工具Schema设计才是Agent翻车的重灾区。
Originally published on Loop & Retry — field notes on building LLM agents that survive production. Most agent bugs I've chased weren't in the mode…
2
How to Actually Design an AI Agent: Tools and the Starting Loop (Part 2)
AI Agent设计核心：从2-3个工具的小循环起步，用限制迭代观察轨迹，否则只是通用LLM。
TL;DR The model matters, but tools matter at least as much. Weak tool descriptions are one of the easiest agent failures to diagnose, and one of the m…