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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 #244259 · 04/18/2026, 03:46 PM

#XNO | Volume spike (USDT PAIR) 113 times the average volume 130.78K USDT traded in 15 min └Buying vol: 92.37K USDT 🟢 Boost score: 5/10 24h Vol: 111.03K USDT (Binance) Price: 0.587 (-0.8% in 24h)

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Pro Analysis

@proanalysistrader · Post #28546 · 03/15/2025, 11:16 AM

#XNO/USDT analysis : #XNO is currently trading within a major support and resistance zone. It is currently encountering resistance from a minor resistance zone. It is anticipated that the price will decline from here and test the major support zone. TF : 4H Entry : $1.130 Target : $1.037 SL : $1.185

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Coinlegs Cryptocurrency Signals

@coinlegs · Post #9668 · 01/06/2024, 08:05 AM

🐬DOLPHIN | AI PREDICTIONS 06.01.2024 08:00 GMT Expected 5% Profit/Loss in 24 Hours #SC | 0.00745 | PP: 100% | LP: 0% #SEI | 0.679 | PP: 100% | LP: 0% #SFP | 0.6866 | PP: 100% | LP: 0% #SHIB | 0.0000095 | PP: 100% | LP: 0% #SKL | 0.07887 | PP: 100% | LP: 0% #SLP | 0.002951 | PP: 100% | LP: 0% #SUPER | 0.5425 | PP: 100% | LP: 0% #THETA | 1.087 | PP: 100% | LP: 0% #TRB | 137.84 | PP: 100% | LP: 0% #TRX | 0.10275 | PP: 100% | LP: 0% #UMA | 1.995 | PP: 100% | LP: 0% #UNFI | 5.867 | PP: 100% | LP: 0% #VIB | 0.0712 | PP: 100% | LP: 0% #SCRT | 0.4394 | PP: 100% | LP: 0% #SXP | 0.3461 | PP: 100% | LP: 1% #SYN | 0.4054 | PP: 100% | LP: 1% #SYS | 0.1248 | PP: 100% | LP: 1% #TFUEL | 0.04529 | PP: 100% | LP: 1% #TKO | 0.2712 | PP: 100% | LP: 1% #TLM | 0.01544 | PP: 100% | LP: 1% #TROY | 0.002296 | PP: 100% | LP: 1% #TRU | 0.05051 | PP: 100% | LP: 1% #TWT | 1.0917 | PP: 100% | LP: 1% #UFT | 0.3549 | PP: 100% | LP: 1% #UNI | 6.137 | PP: 100% | LP: 1% #T | 0.03281 | PP: 100% | LP: 2% #STRAX | 1.224 | PP: 99% | LP: 0% #VET | 0.02952 | PP: 99% | LP: 0% #SUSHI | 1.055 | PP: 99% | LP: 1% #SUI | 0.8495 | PP: 99% | LP: 2% #SUN | 0.00788 | PP: 99% | LP: 2% #USTC | 0.02651444 | PP: 98% | LP: 0% #VOXEL | 0.238 | PP: 98% | LP: 0% #VTHO | 0.002246 | PP: 98% | LP: 0% #WBTC | 43611.94 | PP: 98% | LP: 0% #XNO | 1.123 | PP: 98% | LP: 0% #XVS | 11.76 | PP: 98% | LP: 0% #RUNE | 4.844 | PP: 98% | LP: 0% #RVN | 0.01938 | PP: 98% | LP: 1% #STX | 1.4889 | PP: 97% | LP: 0% #UTK | 0.0707 | PP: 97% | LP: 0% #YGG | 0.4641 | PP: 97% | LP: 0% #SAND | 0.4858 | PP: 97% | LP: 0% #VITE | 0.01781 | PP: 97% | LP: 1% #WAN | 0.2278 | PP: 97% | LP: 1% #VIDT | 0.02808 | PP: 97% | LP: 2% #WING | 9.45 | PP: 96% | LP: 0% #WNXM | 47.48 | PP: 96% | LP: 0% #XRP | 0.5643 | PP: 96% | LP: 0% #YFI | 7199 | PP: 96% | LP: 0% #ROSE | 0.1168 | PP: 96% | LP: 0% ... ——————————————————————— Total Predictions: 365 PP > 50%: 75 LP > 50%: 0 PP > 60%: 75 LP > 60%: 0 PP > 70%: 75 LP > 70%: 0 PP > 80%: 73 LP > 80%: 0 PP > 90%: 70 LP > 90%: 0 ——————————————————————— PP: Profit Probability | LP: Loss Probability