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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 #64537 · 04/09/2026, 06:45 AM

🚀 U.S. Inflation Pressures Persist as February PCE Data Anticipated The market anticipates that the U.S. February Personal Consumption Expenditures (PCE) data will indicate ongoing inflationary pressures. According to BlockBeats, consensus expectations suggest a month-on-month increase to 0.4% and a year-on-year rate holding at 2.8%, with core PCE year-on-year at approximately 3.0%, significantly above the Federal Reserve's 2% target. Analysts highlight that the current inflation rebound is primarily driven by rising commodity prices and increasing energy costs, while 'super core services inflation' remains notably sticky, making a short-term decline unlikely. In this context, the Federal Reserve is expected to maintain the interest rate range of 3.50%-3.75% at its April meeting, marking the third consecutive pause in rate cuts. Market pricing has also shifted rapidly, with over 97% of traders betting on no change in April, and expectations for rate cuts within the year have cooled significantly, with mainstream views shifting towards a 'later, less' easing path. #USInflation#PCEData#InflationPressures#FederalReserve#InterestRates#EnergyCosts#CommodityPrices#SuperCoreServices#MarketExpectations#RateCuts#USEconomy#FebruaryPCE#EconomicOutlook#FedPolicy#InflationRebound