HN 提问:构建智能体时,你们会跟踪哪些指标?
2 分•作者: rstagi•3 个月前
我主要关注的指标是推理成本,这能很好地指示出问题所在。
然而,几天前我发现由于一个 bug,我们加载了大约 300 个工具,这同时影响了成本和准确性。这个问题已经存在一段时间了,我并没有通过查看成本来发现它,因为它被我同期进行的其他更改所掩盖了。
现在我开始跟踪这个指标以及其他一些指标,但这让我开始思考我可能还遗漏了什么。所以:你们在跟踪什么?有什么建议吗?我很想听听。
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The main metric I look at is inference cost, which is a pretty good indicator when something's off.<p>However, a couple of days a go I discovered we were loading ~300 tools due to a bug, affecting both costs and accuracy. It was going on for some time and I didn't realize it by looking at the costs, cause it got hidden by other changes I made in the same period.<p>Now I started tracking that and some other metrics, but it made me wonder what else I might be missing. So: what are you tracking? Any tips? Curious to hear