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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 #244224 · 04/18/2026, 02:44 PM

#TREE | Volume spike (USDT PAIR) 218 times the average volume 256.38K USDT traded in 5 min └Buying vol: 135.04K USDT 🟢 Boost score: 3/10 24h Vol: 338.02K USDT (Binance) Price: 0.0685 (-1.9% in 24h)

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Coin Sonar

@CoinSonar · Post #244183 · 04/18/2026, 12:44 PM

#TREE | Volume spike (USDT PAIR) 43 times the average volume 152.79K USDT traded in 15 min └Selling vol: 89.95K USDT 🔴 Boost score: 1/10 24h Vol: 338.02K USDT (Binance) Price: 0.0684 (-1.9% in 24h)

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Coin Sonar

@CoinSonar · Post #244130 · 04/18/2026, 10:44 AM

#TREE | Volume spike (USDT PAIR) 36 times the average volume 128.35K USDT traded in 15 min └Selling vol: 70.61K USDT 🔴 Boost score: 1/10 24h Vol: 338.02K USDT (Binance) Price: 0.0691 (-1.9% in 24h)

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@CoinSonar · Post #244082 · 04/18/2026, 08:44 AM

#TREE | Volume spike (USDT PAIR) 64 times the average volume 225.65K USDT traded in 15 min └Buying vol: 114.19K USDT 🟢 Boost score: 4/10 24h Vol: 338.02K USDT (Binance) Price: 0.0694 (-1.9% in 24h)

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Coin Sonar

@CoinSonar · Post #244016 · 04/18/2026, 06:44 AM

#TREE | Volume spike (USDT PAIR) 47 times the average volume 167.15K USDT traded in 15 min └Buying vol: 87.28K USDT 🟢 Boost score: 3/10 24h Vol: 338.02K USDT (Binance) Price: 0.0695 (-1.9% in 24h)

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Coin Sonar

@CoinSonar · Post #243967 · 04/18/2026, 04:44 AM

#TREE | Volume spike (USDT PAIR) 38 times the average volume 134.58K USDT traded in 15 min └Selling vol: 77.45K USDT 🔴 Boost score: 1/10 24h Vol: 338.02K USDT (Binance) Price: 0.0688 (-1.9% in 24h)

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@CoinSonar · Post #243925 · 04/18/2026, 02:14 AM

#TREE | Volume spike (USDT PAIR) 37 times the average volume 130.94K USDT traded in 15 min └Buying vol: 72.35K USDT 🟢 Boost score: 5/10 24h Vol: 338.02K USDT (Binance) Price: 0.0692 (-1.9% in 24h)

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@CoinSonar · Post #243870 · 04/17/2026, 11:24 PM

#TREE | Volume spike (USDT PAIR) 40 times the average volume 141.23K USDT traded in 15 min └Buying vol: 73.88K USDT 🟢 Boost score: 4/10 24h Vol: 338.02K USDT (Binance) Price: 0.0697 (-1.9% in 24h)

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@CoinSonar · Post #243817 · 04/17/2026, 07:05 PM

#TREE | Volume spike (USDT PAIR) 40 times the average volume 142.17K USDT traded in 15 min └Selling vol: 75.15K USDT 🔴 Boost score: 1/10 24h Vol: 338.02K USDT (Binance) Price: 0.0695 (-1.9% in 24h)

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@CoinSonar · Post #243777 · 04/17/2026, 04:50 PM

#TREE | Volume spike (USDT PAIR) 36 times the average volume 128.34K USDT traded in 15 min └Selling vol: 73.29K USDT 🔴 Boost score: 1/10 24h Vol: 338.02K USDT (Binance) Price: 0.0700 (-1.9% in 24h)

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Coin Sonar

@CoinSonar · Post #243717 · 04/17/2026, 02:43 PM

#TREE | Volume spike (USDT PAIR) 36 times the average volume 128.60K USDT traded in 15 min └Selling vol: 70.97K USDT 🔴 Boost score: 1/10 24h Vol: 338.02K USDT (Binance) Price: 0.0705 (-1.9% in 24h)

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@CoinSonar · Post #243639 · 04/17/2026, 12:40 PM

#TREE | Volume spike (USDT PAIR) 37 times the average volume 131.09K USDT traded in 15 min └Buying vol: 75.06K USDT 🟢 Boost score: 4/10 24h Vol: 338.02K USDT (Binance) Price: 0.0693 (-1.9% in 24h)

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