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Source channel @githubtrending · Post #14925 · Jul 7

#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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Application journey ‘29🇺🇸🗽

@applicationjourney · Post #337 · 09/02/2022, 06:13 AM

📌FLEX APPLICATION IS NOW OPEN!🇺🇿🇺🇸 📌Did you know that the FLEX Program accepts applications from secondary school students in *22 countries* in Europe and Eurasia? Since 1993, more than 29,000 students have experienced life in the United States with the #FLEXProgram, living with a U.S. host family, and attending a U.S. high school. Applications for FLEX 2023-24 are due on October 13! Learn more about applying at: discoverflex.org/apply 📌The Future Leaders Exchange (FLEX) Program FLEX is a highly competitive, merit-based scholarship program funded by the U.S. Department of State that operates in #Armenia, #Azerbaijan, the #CzechRepublic, #Estonia, #Georgia, #Greece, #Hungary, #Kazakhstan, #Kyrgyzstan, #Latvia, #Lithuania, #Moldova, #Mongolia, #Montenegro, #Poland, #Romania, #Serbia, #Slovakia, #Tajikistan, #Turkmenistan, #Ukraine, and #Uzbekistan.

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@mountstorm · Post #336 · 09/02/2022, 05:48 AM

📌FLEX APPLICATION IS NOW OPEN!🇺🇿🇺🇸 📌Did you know that the FLEX Program accepts applications from secondary school students in *22 countries* in Europe and Eurasia? Since 1993, more than 29,000 students have experienced life in the United States with the #FLEXProgram, living with a U.S. host family, and attending a U.S. high school. Applications for FLEX 2023-24 are due on October 13! Learn more about applying at: discoverflex.org/apply 📌The Future Leaders Exchange (FLEX) Program FLEX is a highly competitive, merit-based scholarship program funded by the U.S. Department of State that operates in #Armenia, #Azerbaijan, the #CzechRepublic, #Estonia, #Georgia, #Greece, #Hungary, #Kazakhstan, #Kyrgyzstan, #Latvia, #Lithuania, #Moldova, #Mongolia, #Montenegro, #Poland, #Romania, #Serbia, #Slovakia, #Tajikistan, #Turkmenistan, #Ukraine, and #Uzbekistan.