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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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Host Testing and evaluation

@HostEvaluate · Post #811 · 08/11/2022, 04:45 AM

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#SYM#TW Host Provider: SYM Specification: 1vCore | 1G RAM | 20G SSD | 20TB @ 300Mbps down; 100Mbps up | $ 18 / Mo (Promo code: 88-10-300M) 感谢商家提供的测试机。hinet vps, 月 50% SLA 保障。PayPal 和支付宝老用户审核才可使用。要实名. 更多折扣码 https://paste.red/p/0ead2349a779

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Host Testing and evaluation

@HostEvaluate · Post #746 · 01/25/2022, 03:45 PM

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#TW#SYM Host Provider: SYM Location: Kaohsiung, Taiwan Specification: 1vCore | 1G RAM | 30G Storage | Unlimited @ 100M up, 300M down | $15 / Month Test IP: Contact @wartw https://paste.ubuntu.com/p/xft3b5ypTm/ 硬盘应该是 HDD

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