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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 #244209 · 04/18/2026, 01:34 PM

#INIT | Volume spike (USDT PAIR) 16 times the average volume 188.49K USDT traded in 15 min └Selling vol: 104.51K USDT 🔴 Boost score: 1/10 24h Vol: 1.09M USDT (Binance) Price: 0.0989 (+0.8% in 24h)

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Coin Sonar

@CoinSonar · Post #244148 · 04/18/2026, 11:34 AM

#INIT | Volume spike (USDT PAIR) 29 times the average volume 110.49K USDT traded in 5 min └Selling vol: 64.21K USDT 🔴 Boost score: 1/10 24h Vol: 1.09M USDT (Binance) Price: 0.0980 (+0.8% in 24h)

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Binance Pumps®

@binancepumpsignais · Post #51016 · 02/15/2026, 08:45 PM

| Coin: #INIT/USDT - Long 20x | Entry Targets: 0.1105 Take-Profit Targets: 1) 0.1127 2) 0.1138 3) 0.1149 4) 0.116 Binance Pumps®

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American Crypto©

@americancryptotrading · Post #27387 · 09/25/2025, 08:47 AM

🇺🇸#INIT/USDT is currently retesting the broken descendingresistance line on the daily timeframe💁‍♂️ Ready to climb higher🐃 American Crypto©

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Crypto Angels

@cryptoangelsusa · Post #22343 · 01/31/2026, 03:36 AM

🌊#INIT/USDT : #Short ✅ Buy: 0.1038 - 0.1078 ✔️ Target: 0.1028 - 0.1018 - 0.1008 - 0.0997 - 0.0980 - 0.0970 ❌ StopLoss: 0.1124 ⚜️ Leverage: 20x

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