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Source channel @githubtrending · Post #14925 · Jul 7

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#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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Gong Jiao Wei 巩娇玮

@gongjiaoweiy · Post #69103 · 03/19/2026, 04:13 AM

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Interesting — just 5 hours after Arthur Hayes(@CryptoHayes) bought $ETHFI, #Upbit announced its listing.

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SpotOnChain | Announcement

@spotonchain · Post #468 · 10/18/2023, 02:03 AM

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🚨 As $ORBS price surge up to 68% in the past 24hrs, we noticed that 1️⃣ Address 0xc13 deposited 61.79M $ORBS ($3.72M) to #OKX at $0.0587 on average ~10 & 4hrs ago. • Notably, address 0xc13 received 134M $ORBS ($7.83M) allegedly from the Orbs: Team and Founding Partners. 2️⃣ The 3rd $ORBS-richest address, 0x8A5, which potentially belongs to exchange #Upbit, has received a total of 96.5M $ORBS ($5.6M) in the past 40 mins. • This might be responsible for the sudden decline in $ORBS price now. 👉 More details: https://platform.spotonchain.ai/signal-details/orbs-team-allegedly-depostied-orbs-to-okx-1765 👉 Need the beta code? Join our Discord to get one: https://discord.com/invite/Xh7cReej7n

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