#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
Als een lokale partij dit mobilisatievermogen heeft, kan zij een eigen militie (paramilitaire organisatie) hebben die haar idealen deelt en onafhankelijk is van het reguliere staatsleger.
地方政黨有這種動員能力,它就可以擁有自己的民兵(準軍事組織),與其有共同意識形態,並且可以獨立於正規國家軍隊。
#Hezbollah
Although there are 4 days left until the funeral and burial of Hezbollah Secretary General Seyyed Hassan Nasrallah and Seyyed Hashem Safi al-Din, the Zionist network claims that it is not known whether Seyyed Hassan has died!
Despite senior Hezbollah officials and Seyyed's children confirming that they have seen his body, the Israeli regime has periodically claimed that he is alive. Their goal is to reduce the number of people attending the ceremony.
The Zionists are actively trying to prevent people from coming, especially from abroad. They are even afraid of his body.
#Hezbollah
Nieuws :
Hezbollah plaatsvervangend leider : Vanaf nu zal Hezbollah elk punt in Israël aanvallen, inclusief Tel Aviv. Als de oorlog doorgaat, zullen onbewoonde nederzettingen in het noorden toenemen en zullen meer dan twee miljoen Israëliërs gevaar lopen.
#Hezbollah