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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 #21510 · 02/24/2026, 09:10 AM

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News: #NAMA, #ADPM welcome House of Federation decision to hold elections in five districts outside #Tigray oversight The National Movement of #Amhara (NAMA) and the Amhara Democratic Force Movement (ADPM) have welcomed a recent decision by the House of #Federation to conduct elections in five districts outside the oversight of the Tigray regional authorities, pending the resolution of their constitutional status. In separate statements issued following emergency executive meetings, both organisations said the decision provides a legal response to long-standing questions of political participation and identity in the “contested” electoral districts, while also raising concerns about its implementation. NAMA said it respects the decision, which followed communication between the House of Federation and #NEBE, & described it as consistent with the spirit of the Pretoria Agreement. For its part, ADPM described the House’s move as “the beginning of historical.... Read more: https://addisstandard.com/?p=55369

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