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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 #21340 · 02/07/2026, 08:53 AM

#Egypt and #Saudi Arabia focus on Eritrea as UAE bolsters ties to #Ethiopia The insular but strategically positioned Red Sea country of #Eritrea is coming under the radar of Arab capitals as a potential linchpin in Saudi Arabia and the #UAE’s #Red_Sea rivalry. Two #Arab officials familiar with recent diplomacy told Middle East Eye that Egypt is trying to broker deeper security links between Eritrea and Saudi Arabia, with an eye towards checking the UAE’s influence as it increases military ties to Ethiopia. The Arab officials told MEE that the developments are inspired by a defence deal struck between Sudan’s military and Pakistan in January. That agreement is widely understood to be financed by Saudi Arabia, although the weapons systems have yet to materialise. MEE reported that #Pakistani chief of air staff Zaheer Ahmed Baber Sidhu, and Lieutenant General Turki bin Bander bin.... https://web.facebook.com/AddisstandardEng/posts/pfbid02zpu8MMtSXM8MeCVGRLWPNpAWbabCsokhKYFxeBiW2qSvHRyTPxKmSfRmPUPbRXTsl