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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 #21991 · 04/09/2026, 07:41 AM

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New report cites evidence of alleged military assistance to RSF from #Ethiopian base, raising regional security concerns A new report by the #Yale School of Public Health’s Humanitarian Research Lab (#HRL) says it has found “high confidence” evidence of activity consistent with military assistance by Ethiopia to Sudan’s Rapid Support Forces (#RSF), raising concerns about escalating regional insecurity. The report, published on 8 April, is based on satellite imagery and open-source data collected between late December 2025 and late March 2026. It concludes that such activity is taking place at an Ethiopian National Defense Force (#ENDF) base in #Asosa town, in Ethiopia’s #Benishangul-Gumuz region. HRL says its assessment is based on five key indicators observed at the Asosa base and not found at 14 other ENDF installations reviewed for comparison. One of the central findings is the repeated presence of non-military commercial car carriers........ Read more: https://addisstandard.com/?p=56448

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