#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
💡 今日金句
当你停止创造,你的才能就不再重要,你所拥有的只剩下你的品味。
而品味会裹挟你,让你排斥他人、变得狭隘。
所以,创造。
When you don’t create things, you become defined by your tastes rather than
ability. your tastes only narrow & exclude people. so create.― Why The Lucky
Stiff
via 今日金句
标签: #create#your#tastes
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