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Source channel @githubtrending · Post #14925 · Jul 7

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#typescript#12_factor#12_factor_agents#agents#ai#context_window#framework#llms#memory#orchestration#prompt_engineering#rag The 12-Factor Agents are a set of proven principles to build reliable, scalable, and maintainable AI applications powered by large language models (LLMs). They help you combine the creativity of AI with the stability of traditional software by managing prompts, context, tool calls, error handling, and human collaboration effectively. Instead of relying solely on complex frameworks, you can apply these modular concepts to improve your existing products quickly and reach high-quality AI performance for real users. This approach makes AI software easier to develop, debug, and scale, ensuring it works well in production environments[1][3][5]. https://github.com/humanlayer/12-factor-agents

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AFF Channel | 不定时资讯推送

@affyes · Post #88 · 12/21/2024, 05:25 AM

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⚪️ 互联网速报 | Vercel 扩充新的 IP 段 Vercel 的 cname.vercel-dns.com 开始混入来自 66.33.60.0/24 的解析，目前每次解析均返回一组 76.76.21.x 和 66.33.60.x 的 A 解析。 经 WHOIS 查询，此 C 段的 ARIN 注册网络名为 VERCEL-02，分配于 2024-03-21，大约于最近几日 （2024-12-21）左右开始使用，截至发稿时 Vercel 官网文档还未作更新。 背景知识：此前 Vercel 一直只有 76.76.21.0/24 一个 C 段，不过可惜由于受到 AWS AGA 上游限制，目前 Vercel 仍然不支持 IPv6。 #Vercel#CDN#ARIN ✅ 本条消息由 AFF Channel (@affyes) 撰写，不含任何 AI 成分，请放心食用，转发请保留尾部声明，感谢支持。 ✅ 频道 https://t.me/affyes ✅ 群组 https://t.me/affyes_chat

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#vercel#cdn#arin