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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 #244051 · 04/18/2026, 07:53 AM

#VANRY | Volume spike (USDT PAIR) 24 times the average volume 129.42K USDT traded in 15 min └Buying vol: 79.84K USDT 🟢 Boost score: 3/10 24h Vol: 514.31K USDT (Binance) Price: 0.0061 (-7.7% in 24h)

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Coin Sonar

@CoinSonar · Post #243874 · 04/17/2026, 11:31 PM

#VANRY | Volume spike (USDT PAIR) 23 times the average volume 128.41K USDT traded in 15 min └Buying vol: 98.34K USDT 🟢 Boost score: 4/10 24h Vol: 514.31K USDT (Binance) Price: 0.0058 (-7.7% in 24h)

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Coin Sonar

@CoinSonar · Post #243609 · 04/17/2026, 11:16 AM

#VANRY | Volume spike (USDT PAIR) 59 times the average volume 106.91K USDT traded in 5 min └Buying vol: 80.33K USDT 🟢 Boost score: 6/10 24h Vol: 514.31K USDT (Binance) Price: 0.0059 (-7.7% in 24h)

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Binance Pumps®

@binancepumpsignais · Post #51484 · 03/17/2026, 06:52 PM

| Coin: #VANRY/USDT - Long 20x | Entry Targets: 0.007614 Take-Profit Targets: 1) 0.007766 2) 0.007842 3) 0.007919 4) 0.007995 Binance Pumps®

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American Crypto©

@americancryptotrading · Post #27555 · 03/12/2026, 10:20 AM

🇺🇸#VANRY/USDT is attempting to bounce from the lowerborder of the descendingchannel pattern on the 3D chart👀 Time to rise✈️ American Crypto©

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American Crypto©

@americancryptotrading · Post #27434 · 11/10/2025, 10:14 AM

🇺🇸#VANRY/USDT is ready to bounce from the lowerborder of the descendingchannel pattern on the 3D timeframe🔍 Rebound incoming🐃 American Crypto©

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American Crypto©

@americancryptotrading · Post #27263 · 05/28/2025, 10:07 AM

🇺🇸#VANRY/USDT is currently retesting the descendingresistance on the daily timeframe👨‍💻 Bulls are in control✈️ American Crypto©

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American Crypto©

@americancryptotrading · Post #27229 · 04/25/2025, 10:22 AM

🇺🇸#VANRY/USDT is currently facing the descendingresistance on the daily timeframe🔍 Bullish if we break out of the one📈 American Crypto©

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