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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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Coin Sonar

@CoinSonar · Post #244217 · 04/18/2026, 02:24 PM

#IO | Volume spike (USDT PAIR) 12 times the average volume 160.25K USDT traded in 15 min └Buying vol: 83.24K USDT 🟢 Boost score: 3/10 24h Vol: 1.24M USDT (Binance) Price: 0.119 (0.0% in 24h)

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Coin Sonar

@CoinSonar · Post #244029 · 04/18/2026, 07:15 AM

#IO | Volume spike (USDT PAIR) 10 times the average volume 133.03K USDT traded in 15 min └Buying vol: 76.33K USDT 🟢 Boost score: 5/10 24h Vol: 1.24M USDT (Binance) Price: 0.130 (0.0% in 24h)

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Coin Sonar

@CoinSonar · Post #243395 · 04/17/2026, 01:24 AM

#IO | Volume spike (USDT PAIR) 124 times the average volume 107.08K USDT traded in 1 min └Buying vol: 59.01K USDT 🟢 Boost score: 4/10 24h Vol: 1.24M USDT (Binance) Price: 0.115 (0.0% in 24h)

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Coin Sonar

@CoinSonar · Post #243312 · 04/16/2026, 08:26 PM

#IO | Volume spike (USDT PAIR) 10 times the average volume 132.06K USDT traded in 15 min └Selling vol: 77.50K USDT 🔴 Boost score: 1/10 24h Vol: 1.24M USDT (Binance) Price: 0.118 (0.0% in 24h)

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American Crypto©

@americancryptotrading · Post #27377 · 09/16/2025, 08:53 AM

🇺🇸#IO/USDT has crossed the descendingresistance line on the daily timeframe👨‍💻 Looking for a leg upward✈️ American Crypto©

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American Crypto©

@americancryptotrading · Post #27160 · 02/19/2025, 05:31 PM

🇺🇸#IO/USDT is attempting to bounce from the supportzone on the daily timeframe💁‍♂️ Bullish on a bounce🚀 American Crypto©

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CryptoNinjas Trading 🥷🏿

@cryptoninjastradingofficial1 · Post #5567 · 09/15/2025, 05:58 AM

#IO/USDT LONG 👉Leverage : Cross 25× Entry : 0.6980 - 0.6800 Take Profit 1) 0.7120 2) 0.7300 3) 0.7450 ⭕Stoploss : 0.6700

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