📰 2026-04-29 10:00 更新
🔸 We decreased our LLM costs with Opus / 我们通过Opus降低了LLM成本
🔗 We decreased our LLM costs with Opus
🔥 21 points
原文:
Last week we wrote about feeding terabytes of CI logs to an LLM. Most of the questions on Hacker News weren’t about the logs. They were about the agent: which models, how they coordinate, and how much it all costs. Today we run Opus 4.6 and pay less than when we ran everything on Sonnet 4.0. The reason is mostly what Opus doesn’t do: 80% of failures never reach it, and when they do, it never reads a log line. The architecture looks like this: Let a cheap agent decide if the expensive one is n…
译文:
上周，我们写了一篇关于向LLM提供TB级CI日志的文章。Hacker News上的大多数问题与日志无关。它们与代理有关：哪些模型，它们如何协调，以及所有成本。今天，我们运行Opus 4.6 ，并且比我们在Sonnet 4.0上运行所有内容时支付更少的费用。主要原因是Opus没有做到这一点： 80 ％的失败永远不会到达它，当他们这样做时，它永远不会读取日志行。架构如下所示： 便宜的代理商决定昂贵的代理商是否为n…
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