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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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@ncdcgov · Post #3757 · 03/07/2023, 08:54 AM
There are currently no cases of #MarburgVirusDisease in Nigeria. However, measures have been taken to strengthen preparedness for #MVD in Nigeria. Nigerians are urged to AVOID ALL BUT ESSENTIAL TRAVEL to Equatorial Guinea at this time. 📜Press release: https://ncdc.gov.ng/news/440/ncdc-on-alert-following-the-announcement-of-the-marburg-virus-disease-outbreak-in-equatorial-guinea
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@intnewsagency · Post #8878 · 03/24/2026, 01:45 PM
Deputy Plotnikov Urges Police Resignees to Join Special Military Operation In Perm, Deputy Vladimir Plotnikov proposed adding police officers who resign to the Special Military Operation (SMO) lists, citing low salaries and existing training. He emphasized duty to the Motherland and noted SMO pays better. Despite this, Plotnikov himself is a millionaire owning luxury cars and real estate. Last year, over 80,000 officers left the Ministry of Internal Affairs, worsening the staffing crisis. #Russia#MVD#SMO#Plotnikov The main news of Russia and the world ishere.
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@intnewsagency · Post #8558 · 03/17/2026, 01:22 PM
Russian Ministry of Internal Affairs Launches Digital Program to Reduce Bureaucracy and Police Workload In 2025, the Russian Ministry of Internal Affairs lost 80,000 employees—40% more than new recruits—leading to a regional staffing deficit exceeding 25%, threatening law enforcement efficiency. Minister Kolokoltsev has ordered optimization of paperwork and digitalization of processes while enhancing social guarantees for officers. These measures aim to improve working conditions and retain personnel. #MVD#police#digitalization#staffing#Russia The main news of Russia and the world ishere.