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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 #244234 · 04/18/2026, 03:08 PM

#UMA | Volume spike (USDT PAIR) 70 times the average volume 128.37K USDT traded in 15 min └Buying vol: 81.65K USDT 🟢 Boost score: 5/10 24h Vol: 175.35K USDT (Binance) Price: 0.494 (-3.0% in 24h)

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Coin Sonar

@CoinSonar · Post #244165 · 04/18/2026, 12:11 PM

#UMA | Volume spike (USDT PAIR) 72 times the average volume 132.18K USDT traded in 15 min └Buying vol: 67.88K USDT 🟢 Boost score: 5/10 24h Vol: 175.35K USDT (Binance) Price: 0.479 (-3.0% in 24h)

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Coin Sonar

@CoinSonar · Post #243587 · 04/17/2026, 10:19 AM

#UMA | Volume spike (USDT PAIR) 180 times the average volume 109.91K USDT traded in 5 min └Buying vol: 66.85K USDT 🟢 Boost score: 5/10 24h Vol: 175.35K USDT (Binance) Price: 0.475 (-3.0% in 24h)

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Pro Analysis

@proanalysistrader · Post #28470 · 02/15/2025, 07:59 AM

#UMA/USDT analysis : #UMA is expected to retest the 200 EMA before continuing its bearish momentum. The price is anticipated to move upward and test the swing high level. TF : 4H Entry : $1.750 Target : $1.929 SL : $1.638

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Pro Analysis

@proanalysistrader · Post #28043 · 10/20/2024, 11:06 AM

#UMA/USDT analysis : #UMA has broken out of the trendline and has retested the previous swing high zone following the breakout. The price is now poised to move upward and test higher levels. TF : 4H Entry : $2.807 Target : $3.197 SL : $2.690

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American Crypto©

@americancryptotrading · Post #27276 · 06/10/2025, 01:00 PM

🇺🇸#UMA/USDT is approaching breakout off the ascending channel formation on the daily chart👨‍💻 Time to rally✈️ American Crypto©

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Coinlegs Cryptocurrency Signals

@coinlegs · Post #9763 · 01/22/2024, 07:35 AM

#UMA / USDT It retested RH after deviation. I expect it to go RL. I’ll add position if it goes up to level that drawn on chart.

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Michaël Van de Poppe Official

@michaelvandepoppeanalyst · Post #4417 · 08/08/2024, 06:24 PM

Bingx, Binance Futures, ByBit USDT, KuCoin Futures #UMA/USDT All take-profit targets achieved Profit: 375.60% 📈 Period: 1 Day 0 Hour 55 Minutes ⏰

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Michaël Van de Poppe Official

@michaelvandepoppeanalyst · Post #4398 · 08/08/2024, 12:04 PM

Bingx, Binance Futures, ByBit USDT #UMA/USDT Take-Profit target 1 ✅🚀 Take-Profit target 2 ✅🚀 Take-Profit target 3 ✅🚀 Take-Profit target 4 ✅🚀 Profit: 250.10%📈 Period: 20 Hours 22 Minutes ⏰

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