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Source channel @githubtrending · Post #14925 · Jul 7

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#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 #244196 · 04/18/2026, 01:10 PM

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#COS | Volume spike (USDT PAIR) 9 times the average volume 631.13K USDT traded in 15 min └Buying vol: 403.21K USDT 🟢 Boost score: 4/10 24h Vol: 6.26M USDT (Binance) Price: 0.001374 (+13.7% in 24h)

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Pro Analysis

@proanalysistrader · Post #28340 · 12/14/2024, 01:55 PM

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#COS/USDT analysis : #COS has successfully regained the 200 EMA support and is exhibiting an impulsive move. The price is currently retracing towards the 200 EMA support zone, where it is expected to test and potentially bounce back to challenge previous highs. It is advisable to wait for a retest of this zone before considering a long entry. TF : 1H Entry : $0.014140 Target : $0.016900 SL : $0.012620

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Pro Analysis

@proanalysistrader · Post #28139 · 11/08/2024, 01:10 PM

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#COS/USDT analysis : #COS is currently in a downtrend, trading below the 200EMA. The price has broken down and retested the support zone, which has now become a resistance level. After this retest, the price is expected to decline further and continue its bearish momentum, potentially testing lower levels. Look for a pullback for short entry. TF : 4h Entry : $0.006840 Target : $0.005888 SL : $0.007470

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Pro Analysis

@proanalysistrader · Post #27702 · 06/25/2024, 02:45 AM

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#COS/USDT analysis - #COS is currently in a downtrend, trading below the 200 EMA. The price has broken out of the previous support, displaying a strong bearish movement. At this moment, the price is retesting the breached zone. It is anticipated to reverse from this point and sustain the bearish momentum. Look for a breakout below the $0.00830 level to consider a short position. TF : 1h Entry : $0.00830 Target : $0.00785 SL : $0.00858

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