English(EN) The $25 Challenge: what can an agent build before the meter stops?

开发者推出gremlord工具，发起25美元代理构建挑战

作者 PulseAugur 编辑部 · [1 个来源] · 2026-09-12 06:45

一位开发者创建了一个名为gremlord的开源工具，该工具旨在充当LLM代理的本地路由器。该工具通过提供每个使用令牌的实时成本跟踪并强制执行硬预算上限以防止超支，来解决现有代理工具的局限性。为了鼓励创新并展示该工具的功能，已启动一项竞赛，参赛者在25美元的支出限额内构建功能性代理。 AI

影响使开发人员能够在严格的预算控制下构建和测试LLM代理，可能促进更具成本效益的AI开发。

排序理由该条目描述了一个新的开源工具和相关的竞赛。

AI 生成摘要 · Google Gemini · 来自 1 个来源。我们如何撰写摘要 →

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dev.to — LLM tag TIER_1 English(EN) · Maor Bril · 2026-09-12 06:45

25美元挑战：计时器停止前，代理能构建什么？

<p>Claude Code is the best agent harness I've used. It also only talks to one provider, and it never answers the two questions you eventually ask: how much did that session cost, and can I run the cheap parts on a cheap model?</p> <p>I built gremlord to fix both. It's a thin loca…