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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 #21048 · 01/12/2026, 02:51 PM

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#Ethiopia: Weeks after a disputed peace deal, #Amhara Regional Government says AFAHD vice chair Colonel Fentaw Muhaba joins peace process Weeks after a disputed peace agreement between the Amhara Regional Government and the Amhara #Fano People’s Organization (#AFAHD), the regional government announced that Colonel Fentaw Muhaba, Vice Chair and Military Commander-in-Chief of AFAHD, has entered the peace process along with his forces. In a statement, the regional government said Colonel Fentaw, who also commands AFAHD’s Wollo Province forces, accepted the peace alternative as part of the agreement reached through negotiations mediated by the African Union (#AU) & the Intergovernmental Authority on Development (#IGAD). Officials described his move as a step toward de-escalation and stabilizing the region. The announcement follows a controversial “peace agreement” reported on 4 December 2025, in which state media said the Amhara Regional Government had signed .... Read more: https://addisstandard.com/?p=54501

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