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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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International News

@intnewsagency · Post #9354 · 04/23/2026, 01:29 PM

The ruble declined following the Ministry of Finance’s resumption of currency and gold operations under the budget rule starting in May. As of 15:46 MSK, the Chinese yuan rose to 11.095 rubles, up 1.3% from the previous close and 10.19 kopecks above the official rate. These shifts indicate market caution amid new government financial actions. #Ruble#MinFin#Currency#Yuan#Finance The main news of Russia and the world ishere.

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@chartomojka · Post #773 · 12/09/2021, 09:34 AM

Тот момент когда хочется написать "Набрали в Минфин СММщиков по объявлению" (с). На странице Минфина России в фэйсбуке [1] опубликовали графики с искажением профицита бюджета и расходов бюджета. В общем грубые визуальные ошибки. Но как пишет репостящее Минфин РФ Министерство финансов Республики Башкортостан - это "полезная информация". Критическое мышление не свойственно не только рядовым гражданам, но и сотрудникам Минфина РФ и других Минфинов, не так ли?;) Спасибо @ahminfin за наводку. [1] https://www.facebook.com/ruminfin/posts/4517873578281196 #курьёзы#visual#data#graphics#minfin#govfinances#ржачно