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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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‌Crypto News Aggregator by EXCAVO | ꘜ 🕵️‍♂️#TST creator wallet sold >$30,400 worth of TST in 4 transactions 12 hours ago, completely exiting the position. Notably, CZ reported in February that the BNB Chain team launched TST as part of a step-by-step memecoin launch video training. Previously: TST dropped -67% in just 2 minutes.

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Coin Sonar

@CoinSonar · Post #244186 · 04/18/2026, 12:50 PM

#TST | Volume spike (USDT PAIR) 29 times the average volume 129.83K USDT traded in 15 min └Selling vol: 87.35K USDT 🔴 Boost score: 1/10 24h Vol: 423.57K USDT (Binance) Price: 0.01151 (-6.3% in 24h)

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Coin Sonar

@CoinSonar · Post #244079 · 04/18/2026, 08:40 AM

#TST | Volume spike (USDT PAIR) 29 times the average volume 128.39K USDT traded in 15 min └Selling vol: 89.43K USDT 🔴 Boost score: 1/10 24h Vol: 423.57K USDT (Binance) Price: 0.01209 (-6.3% in 24h)

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Coin Sonar

@CoinSonar · Post #244015 · 04/18/2026, 06:37 AM

#TST | Volume spike (USDT PAIR) 77 times the average volume 113.27K USDT traded in 5 min └Buying vol: 64.95K USDT 🟢 Boost score: 3/10 24h Vol: 423.57K USDT (Binance) Price: 0.01362 (-6.3% in 24h)

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Coin Sonar

@CoinSonar · Post #243966 · 04/18/2026, 04:37 AM

#TST | Volume spike (USDT PAIR) 37 times the average volume 163.91K USDT traded in 15 min └Selling vol: 96.24K USDT 🔴 Boost score: 1/10 24h Vol: 423.57K USDT (Binance) Price: 0.01482 (-6.3% in 24h)

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Coin Sonar

@CoinSonar · Post #243918 · 04/18/2026, 01:54 AM

#TST | Volume spike (USDT PAIR) 397 times the average volume 116.79K USDT traded in 1 min └Selling vol: 65.21K USDT 🔴 Boost score: 1/10 24h Vol: 423.57K USDT (Binance) Price: 0.01496 (-6.3% in 24h)

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@CoinSonar · Post #243775 · 04/17/2026, 04:47 PM

#TST | Volume spike (USDT PAIR) 30 times the average volume 135.06K USDT traded in 15 min └Selling vol: 74.03K USDT 🔴 Boost score: 1/10 24h Vol: 423.57K USDT (Binance) Price: 0.01474 (-6.3% in 24h)

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@CoinSonar · Post #243714 · 04/17/2026, 02:38 PM

#TST | Volume spike (USDT PAIR) 29 times the average volume 129.41K USDT traded in 15 min └Buying vol: 68.71K USDT 🟢 Boost score: 4/10 24h Vol: 423.57K USDT (Binance) Price: 0.01519 (-6.3% in 24h)

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Coin Sonar

@CoinSonar · Post #243635 · 04/17/2026, 12:29 PM

#TST | Volume spike (USDT PAIR) 192 times the average volume 283.27K USDT traded in 5 min └Buying vol: 159.64K USDT 🟢 Boost score: 4/10 24h Vol: 423.57K USDT (Binance) Price: 0.01598 (-6.3% in 24h)

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Coin Sonar

@CoinSonar · Post #243590 · 04/17/2026, 10:29 AM

#TST | Volume spike (USDT PAIR) 29 times the average volume 129.10K USDT traded in 15 min └Selling vol: 76.03K USDT 🔴 Boost score: 1/10 24h Vol: 423.57K USDT (Binance) Price: 0.01442 (-6.3% in 24h)

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Coin Sonar

@CoinSonar · Post #243535 · 04/17/2026, 08:19 AM

#TST | Volume spike (USDT PAIR) 29 times the average volume 129.90K USDT traded in 15 min └Buying vol: 65.36K USDT 🟢 Boost score: 4/10 24h Vol: 423.57K USDT (Binance) Price: 0.01381 (-6.3% in 24h)

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Coin Sonar

@CoinSonar · Post #243469 · 04/17/2026, 06:00 AM

#TST | Volume spike (USDT PAIR) 29 times the average volume 131.39K USDT traded in 15 min └Selling vol: 89.58K USDT 🔴 Boost score: 1/10 24h Vol: 423.57K USDT (Binance) Price: 0.01366 (-6.3% in 24h)

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