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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 #21605 · 03/04/2026, 08:32 AM

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News: #Ethiopia, #Kenya agree to launch joint military operations to secure border corridor, #LAPSSET Ethiopia and Kenya have agreed to strengthen security coordination along the #Moyale–#Marsabit–#Turkana corridor, endorsing structured joint military operations aimed at addressing cross-border threats and safeguarding key infrastructure linking the two countries. The agreement is part of renewed efforts to operationalise the existing Defence Cooperation Agreement (#DCA) between the two neighbours. Under the arrangement, the Ethiopian National Defence Force (#ENDF) and the Kenya Defence Forces (#KDF) are expected to undertake phased and coordinated operations targeting vulnerable border areas and strategic assets. In a related development, Ethiopia’s defence ministry also held bilateral talks with a delegation from the #Rwanda Defence Force (#RDF) on the margins of the Adwa anniversary celebrations. According to RDF, discussions focused on deepening.... Read more: https://addisstandard.com/?p=55528

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