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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 #244220 · 04/18/2026, 02:33 PM

#BIO | Volume spike (USDT PAIR) 111 times the average volume 105.55K USDT traded in 1 min └Buying vol: 63.87K USDT 🟢 Boost score: 6/10 24h Vol: 1.36M USDT (Binance) Price: 0.0273 (-3.8% in 24h)

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Coin Sonar

@CoinSonar · Post #244127 · 04/18/2026, 10:36 AM

#BIO | Volume spike (USDT PAIR) 12 times the average volume 176.15K USDT traded in 15 min └Selling vol: 117.86K USDT 🔴 Boost score: 1/10 24h Vol: 1.36M USDT (Binance) Price: 0.0275 (-3.8% in 24h)

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Coin Sonar

@CoinSonar · Post #244075 · 04/18/2026, 08:35 AM

#BIO | Volume spike (USDT PAIR) 9 times the average volume 137.59K USDT traded in 15 min └Selling vol: 72.47K USDT 🔴 Boost score: 1/10 24h Vol: 1.36M USDT (Binance) Price: 0.0288 (-3.8% in 24h)

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Coin Sonar

@CoinSonar · Post #243934 · 04/18/2026, 02:43 AM

#BIO | Volume spike (USDT PAIR) 10 times the average volume 149.36K USDT traded in 15 min └Selling vol: 89.31K USDT 🔴 Boost score: 1/10 24h Vol: 1.36M USDT (Binance) Price: 0.0295 (-3.8% in 24h)

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Coin Sonar

@CoinSonar · Post #243899 · 04/18/2026, 12:43 AM

#BIO | Volume spike (USDT PAIR) 10 times the average volume 142.25K USDT traded in 15 min └Selling vol: 74.23K USDT 🔴 Boost score: 1/10 24h Vol: 1.36M USDT (Binance) Price: 0.0285 (-3.8% in 24h)

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Coin Sonar

@CoinSonar · Post #243860 · 04/17/2026, 10:43 PM

#BIO | Volume spike (USDT PAIR) 9 times the average volume 141.85K USDT traded in 15 min └Selling vol: 84.55K USDT 🔴 Boost score: 1/10 24h Vol: 1.36M USDT (Binance) Price: 0.0293 (-3.8% in 24h)

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Coin Sonar

@CoinSonar · Post #243829 · 04/17/2026, 08:02 PM

#BIO | Volume spike (USDT PAIR) 9 times the average volume 137.78K USDT traded in 15 min └Selling vol: 82.13K USDT 🔴 Boost score: 1/10 24h Vol: 1.36M USDT (Binance) Price: 0.0306 (-3.8% in 24h)

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Coin Sonar

@CoinSonar · Post #243781 · 04/17/2026, 05:10 PM

#BIO | Volume spike (USDT PAIR) 100 times the average volume 95.61K USDT traded in 1 min └Buying vol: 81.22K USDT 🟢 Boost score: 7/10 24h Vol: 1.36M USDT (Binance) Price: 0.0319 (-3.8% in 24h)

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Coin Sonar

@CoinSonar · Post #243668 · 04/17/2026, 01:19 PM

#BIO | Volume spike (USDT PAIR) 9 times the average volume 137.28K USDT traded in 15 min └Buying vol: 79.40K USDT 🟢 Boost score: 3/10 24h Vol: 1.36M USDT (Binance) Price: 0.0328 (-3.8% in 24h)

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Coin Sonar

@CoinSonar · Post #243607 · 04/17/2026, 11:12 AM

#BIO | Volume spike (USDT PAIR) 12 times the average volume 182.27K USDT traded in 15 min └Buying vol: 98.56K USDT 🟢 Boost score: 2/10 24h Vol: 1.36M USDT (Binance) Price: 0.0314 (-3.8% in 24h)

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