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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 #65351 · 04/13/2026, 01:57 AM

🚀 Barclays Analysts: Asian Central Banks Likely to Maintain Monetary Policy Amid Middle East Conflict On April 13, Barclays Bank's fixed income, foreign exchange, and commodities research team released a report suggesting that Asian central banks may keep their monetary policies unchanged in the short term due to ongoing Middle East conflicts. According to Jin10, the analysts noted that the Monetary Authority of Singapore is likely to maintain its current policy this week, expressing concerns over the risks of extreme negative growth rather than inflation. Meanwhile, Barclays believes that unless the U.S. dollar significantly depreciates against the Indonesian rupiah before the upcoming Bank Indonesia meeting, the Indonesian central bank is unlikely to quickly resume its rate-cutting cycle. Additionally, the central banks of Thailand and the Philippines, which are also holding meetings this month, are expected to remain on hold. #Barclays#AsianCentralBanks#MonetaryPolicy#MiddleEastConflict#Singapore#Indonesia#Thailand#Philippines#InterestRates#BankIndonesia#USdollar#Rupiah#RateCut