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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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RTDocumentary

@rtdocumentary · Post #843 · 05/30/2022, 04:22 PM

Do you know what ‘take on the moustache’ means? And why are fishermen not afraid to fall through the ice when a nuclear-powered ship cuts it next to it? And why is there only one woman on some icebreakers? Watch our premiere Iceline. Lifeline. It is about the ‘Siberia’, Russia’s newest icebreaker. At the beginning of this year, it went straight from the shipyard to the Arctic to escort convoys. Maksim Zhitnyak serves as the first mate on the icebreaker. We talked about him in 2014 in documentary Seven Seas of Ice when he first joined the fleet. Maksim recalls that at that time, he was greatly tormented by seasickness. ‘For three weeks, I could not get used to pitching’, he said. Today he’s an experienced sailor, and his ‘Siberia’ solves the most difficult tasks in the Arctic. Which you can know from the post. #premiere#Siberia#Iceline Follow: https://t.me/rtdocumentary