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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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Crypto M - Crypto News

@CryptoM · Post #64624 · 04/09/2026, 11:47 AM

🚀 ECB Official: War Duration to Determine Economic Impact European Central Bank (ECB) Governing Council member Slapyn emphasizes that the duration of ongoing conflicts will play a crucial role in determining their economic impact. According to Jin10, Slapyn stated that the ECB is prepared to take necessary actions to maintain inflation rates at target levels. The central bank remains vigilant and ready to respond to any developments that may affect the economic stability of the region. #ECB#EuropeanCentralBank#Economy#Inflation#MonetaryPolicy#WarImpact#EconomicStability