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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 #65355 · 04/13/2026, 02:09 AM

🚀 JGBs Decline Amid Inflation Concerns Following U.S.-Iran Peace Talks Collapse Japanese Government Bonds (JGBs) experienced a decline as renewed inflation concerns emerged after the failure of peace talks between the United States and Iran. Wall Street Journal (Markets) posted on X that the breakdown in negotiations has heightened geopolitical tensions, contributing to market volatility. The unsuccessful talks have led to increased uncertainty in the global markets, with investors worried about potential disruptions in oil supply and subsequent inflationary pressures. This has prompted a sell-off in JGBs as investors seek safer assets. Analysts suggest that the geopolitical instability could lead to further fluctuations in bond markets, as traders adjust their portfolios in response to the evolving situation. The impact of these developments on the broader financial markets remains to be seen, with attention now focused on potential diplomatic efforts to resolve the tensions. #JGBs#InflationConcerns#USIranTalks#PeaceTalksCollapse#GeopoliticalTensions#MarketVolatility#OilSupply#BondMarkets#FinancialMarkets#Investors#MarketFluctuations