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English(EN) Crysto: how I run Claude, Codex and other AI models as one team. The models were the easy part.

AI 工程师构建 Crysto 系统以协调多个 AI 代理

一位 AI 工程师开发了一个名为 Crysto 的系统,用于管理在同一项目上工作的多个 AI 代理,解决了协调而非 AI 模型本身的挑战。该系统使用 STATUS.md 和 COORDINATION.md 等文件为代理提供记忆并防止冲突,例如多个代理同时访问同一浏览器。Crysto 为特定任务使用不同的模型:Claude 用于总体规划和审查,Codex 用于长期运行的任务,并通过 OpenCode 使用小型模型进行有界修复,每个代理独立运行,没有共享的对话历史。 AI

影响 为在复杂项目中管理多个 AI 代理提供了一个框架,强调了协调和记忆的重要性。

排序理由 该条目描述了一个个人项目和用于管理 AI 代理的系统,而不是新产品发布或前沿研究。

在 dev.to — LLM tag 阅读 →

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

AI 工程师构建 Crysto 系统以协调多个 AI 代理

本文如何被排名

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33 / 100
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Tool
该条目描述了一个个人项目和用于管理 AI 代理的系统,而不是新产品发布或前沿研究。
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Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
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product, infra
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High
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Breaking (< 6h)
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报道来源 [1]

  1. dev.to — LLM tag TIER_1 English(EN) · Vanshaj Kakkar ·

    Crysto:我如何将Claude、Codex及其他AI模型整合为一个团队。模型只是其中容易的部分。

    <p>Early on, two of my AI agents tried to use the same browser at the same time. The browser fell over. Neither of them had really done anything wrong. They had each followed their instructions to the letter. They just had no idea the other one was there.</p> <p>That was when I r…