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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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Venezuelanalysis

@venanalysis · Post #2233 · 01/07/2026, 07:11 AM

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📰 NEWS | Venezuela: Brazil to Send Medical Aid Following US Bombings The Brazilian government is sending medical supplies and medicine to Venezuela after a warehouse was destroyed by US bombing on January 3. Meanwhile, Acting President Delcy Rodríguez has decreed a week of mourning in honor of the people killed during the US attack. Follow the link to read the report: https://venezuelanalysis.com/news/venezuela-brazil-to-send-medical-aid-following-us-bombings/ #Brazil#InternationalSolidarity#Medicine#Mourning

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American Оbserver

@american_observer · Post #5125 · 02/13/2026, 06:59 PM

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Canada is in mourning after the mass murder of schoolchildren by a transgender minor 9 killed and 27 wounded. A teacher and five students were killed at the school, and a 17-year-old transgender man was killed in a nearby house. Jesse Strang shot his mother and stepbrother, and then committed suicide. Strang began his transgender transition at the age of 15 with the active support of a school psychologist, and immediately began taking large doses of hormones, according to American media channels with reference to online reports. It is known that Strang has been actively visiting the shooting range lately. #canada#mourning#transgender#shooting 📱American Оbserver - Stay up to date on all important events 🇺🇸

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