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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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Addis Standard

@addisstandardeng · Post #21662 · 03/10/2026, 07:37 AM

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News: IFJ condemns killing of journalist in #Kismayo, calls for urgent investigation The International Federation of Journalists (#IFJ) has condemned the killing of #Somali freelance journalist Abshir Khalif Shide Omar, who was shot dead by a police officer in the city of Kismayo in southern #Somalia. According to the IFJ, Omar was killed on 2 March following a brief altercation with a police officer in Kismayo, the commercial capital of the autonomous #Jubbaland region, located about 528 kilometers from #Mogadishu. The IFJ said it joined its affiliate, the National Union of Somali Journalists (#NUSOJ), in condemning the killing and calling for an urgent and thorough investigation into the incident. In a statement, NUSOJ said Omar had been returning from an Iftar gathering with colleagues after editing a program about politicians that was scheduled to be released later that ..... https://web.facebook.com/AddisstandardEng/posts/pfbid0CUPBLiJrwHBnxuTeaq4c3XBuwGLUFaJBRrEfKh76fYSRWke8MXX2wcfBmkJVDJsal

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