#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
Cloudflare 入驻 B 站和小红书开设官方账号,服务出海网络开发者
Cloudflare 宣布入驻 B 站和小红书,成为官方账号。其服务主要出海开发者,粉丝数量为 864 人,小红书粉丝为 2779 人。公司总部位于美国旧金山,提供基于反向代理的内容分发网络及分布式域名解析服务。
标签:#cloudflare
Created by RocM
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官方群组:@roctech
官方合作:@rocmmbot