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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 #65374 · 04/13/2026, 03:00 AM

🚀 Hyperithm's Oil Short Positions Experience Rapid Losses Analyst @ai_9684xtpa posted on X that Hyperithm's oil short positions have seen significant changes in just one day. Initially, these positions had a floating profit of $5.886 million, but they have now turned into a floating loss of $2.1 million. The CL short position, valued at $37.88 million, was opened at a price of $95.211 and currently has a floating loss of $1.402 million. Meanwhile, the BRENTOIL short position, valued at $35.17 million, was opened at a price of $95.986 and is experiencing a floating loss of $620 thousand. Currently, the address holds the largest leveraged position in Hyperliquid BRENTOIL and the third-largest leveraged position in CL. #Hyperithm#oil#shortpositions#floatingloss#CL#BRENTOIL#leveragedposition#Hyperliquid#analyst