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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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Ultimora.net - POLITICS

@ULTIMORAPOLITICS · Post #45535 · 05/18/2025, 08:59 PM

🇷🇴 Alle presidenziali #Romania vince il candidato europeista #Dan, battuto il leader dell'ultradestra, il filorusso #Simion @UltimoraPolitics

Ultimora.net - POLITICS

@ULTIMORAPOLITICS · Post #45507 · 05/04/2025, 06:23 PM

#Romania - Secondo i primi exit poll il candidato di destra George #Simion sarebbe in vantaggio nelle elezioni presidenziali con il 30% dei voti. Seguono il sindaco di Bucarest Nicusor #Dan, candidato indipendente di orientamento liberale, e l'ex presidente Crin #Antonescu, candidato europeista della larga coalizione al governo. @UltimoraPolitics

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