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Cloudflare 优化 AI 代码审查器,推理成本降低 68%

原标题:Cutting our inference bill by 68% by being obsessive about optimization

Cloudflare AI Blog一手来源商业质量 78

AI 摘要

Cloudflare 通过优化 AI 代码审查器,将平均审查成本从 2.43 美元降至 0.77 美元,降幅 68%,中位审查时间从 4 分 09 秒缩短至 1 分 32 秒。成本上涨主要源于模型切换(全面改用 Anthropic 模型)和 token 用量激增(每次审查 token 数从 91 万增至 299 万)。约 40% 的节省来自代码优化,其余来自模型选择与推理强度调整。

以上摘要由 AI 生成,可能存在误差。事实请以原文为准。

正文节选

When we previously blogged about our AI code reviewer in April, an average review cost a palatable $1.19. By the end of August, that figure had shot up to about $2.46. We hadn't made any significant architectural changes: the coordinator was still handing work to the same set of specialist reviewers, and the same risk tiers decided how intensive of a review we gave. Around mid-September we tasked our agents with working out where those tokens were going and cutting them — aggressively. With code


发布时间:2026-10-20 03:12
抓取时间:2026-10-20 04:02
来源机构:Cloudflare
阅读原文blog.cloudflare.com