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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 #244257 · 04/18/2026, 03:43 PM

#THE | Volume spike (USDT PAIR) 150 times the average volume 143.58K USDT traded in 1 min └Buying vol: 75.29K USDT 🟢 Boost score: 4/10 24h Vol: 1.38M USDT (Binance) Price: 0.1144 (-8.2% in 24h)

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@CoinSonar · Post #244199 · 04/18/2026, 01:18 PM

#THE | Volume spike (USDT PAIR) 10 times the average volume 143.49K USDT traded in 15 min └Selling vol: 90.47K USDT 🔴 Boost score: 1/10 24h Vol: 1.38M USDT (Binance) Price: 0.1199 (-8.2% in 24h)

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@CoinSonar · Post #244143 · 04/18/2026, 11:18 AM

#THE | Volume spike (USDT PAIR) 10 times the average volume 144.87K USDT traded in 15 min └Buying vol: 80.75K USDT 🟢 Boost score: 5/10 24h Vol: 1.38M USDT (Binance) Price: 0.1218 (-8.2% in 24h)

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@CoinSonar · Post #244065 · 04/18/2026, 08:15 AM

#THE | Volume spike (USDT PAIR) 11 times the average volume 169.44K USDT traded in 15 min └Selling vol: 97.27K USDT 🔴 Boost score: 1/10 24h Vol: 1.38M USDT (Binance) Price: 0.1169 (-8.2% in 24h)

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@CoinSonar · Post #244007 · 04/18/2026, 06:15 AM

#THE | Volume spike (USDT PAIR) 93 times the average volume 445.01K USDT traded in 5 min └Buying vol: 241.13K USDT 🟢 Boost score: 4/10 24h Vol: 1.38M USDT (Binance) Price: 0.1195 (-8.2% in 24h)

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@CoinSonar · Post #243959 · 04/18/2026, 04:15 AM

#THE | Volume spike (USDT PAIR) 9 times the average volume 139.53K USDT traded in 15 min └Buying vol: 71.14K USDT 🟢 Boost score: 4/10 24h Vol: 1.38M USDT (Binance) Price: 0.1126 (-8.2% in 24h)

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@CoinSonar · Post #243530 · 04/17/2026, 08:14 AM

#THE | Volume spike (USDT PAIR) 10 times the average volume 145.75K USDT traded in 15 min └Buying vol: 79.83K USDT 🟢 Boost score: 5/10 24h Vol: 1.38M USDT (Binance) Price: 0.1077 (-8.2% in 24h)

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