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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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MessageInABottle

@mib_messageinabottle · Post #6962 · 05/26/2024, 06:19 PM

NATO PLAN TO CREATE "DRONE WALL" FOR "DEFENCE AGAINST RUSSIA" FROM NORWAY TO POLAND Baltic members of #NATO have called for a "drone wall" along their borders with #Russia, despite Moscow's warnings against the hostile activities of the military bloc along its #borders. It comes as #Poland also mulls the possibility of downing #Russian missiles over #Ukraine with its own air defence systems. Interior ministers of the #Latvia, #Lithuania, #Estonia, #Poland, #Finland met last week in Riga, Latvia to discuss ways of coordinating their defense capabilities. #Lithuanian Interior Minister Agne #Bilotaite said in a press release on Friday: "We see constant efforts” from Russia and #Belarus to “destabilize our countries’ internal security and public order, to create panic and distrust in institutions,” #Bilotaite accused Minsk and Moscow of “weaponizing #migration, #CyberAttacks, #disinformation, #sabotage of critical infrastructure and other #hybrid threats.”