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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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American Crypto©

@americancryptotrading · Post #27366 · 09/06/2025, 09:40 AM

🇺🇸#MAV/USDT is facing the neckline of the roundingbottom formation on the daily timeframe💁‍♂️ Breakout – Retest – Go🐃 American Crypto©

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Binance crypto champions

@binancecryptochampions · Post #2652 · 08/25/2025, 01:55 AM

✴️Free signal-Futures ✴️ ⚡️⚡️#MAV/USDT⚡️⚡️ Exchanges: Binance Futures, Bybit USDT Signal Type: Regular (Short) Leverage: Cross 20.0x 🚪Entry Targets: 1) 0.0616 🎯Take-Profit Targets: 1) 0.063 2) 0.07 3) 0.075 🚫Stop Loss: 0.0579 🌱 Published By: @Trading_exp🌱 Join_vip: @Crypto_Futures_Spot_Payment_bot

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Coinlegs Cryptocurrency Signals

@coinlegs · Post #9786 · 01/26/2024, 02:03 AM

🐬DOLPHIN | AI PREDICTIONS 26.01.2024 02:00 GMT Expected 5% Profit/Loss in 24 Hours #PORTO | 2.478 | PP: 51% | LP: 93% #PROM | 8.059 | PP: 49% | LP: 91% #LAZIO | 2.576 | PP: 46% | LP: 90% #DUSK | 0.2487 | PP: 46% | LP: 94% #PENDLE | 2.4848 | PP: 43% | LP: 93% #OM | 0.09924 | PP: 42% | LP: 90% #CVP | 0.3888 | PP: 36% | LP: 93% #SYN | 0.8595 | PP: 36% | LP: 95% #CHZ | 0.11037 | PP: 34% | LP: 93% #TRX | 0.11277 | PP: 33% | LP: 93% #POND | 0.01638 | PP: 31% | LP: 94% #CHR | 0.2542 | PP: 30% | LP: 94% #FIS | 0.392 | PP: 29% | LP: 91% #CTSI | 0.2212 | PP: 28% | LP: 93% #FXS | 10.035 | PP: 28% | LP: 94% #MKR | 2084 | PP: 28% | LP: 95% #ORDI | 51.163 | PP: 26% | LP: 90% #AMB | 0.00751 | PP: 25% | LP: 90% #BTCDOWN | 0.002722 | PP: 25% | LP: 93% #LSK | 1.301 | PP: 25% | LP: 95% #VTHO | 0.002161 | PP: 24% | LP: 92% #CITY | 2.958 | PP: 24% | LP: 93% #LDO | 2.999 | PP: 24% | LP: 93% #1000SATS | 0.0003885 | PP: 23% | LP: 91% #AUCTION | 24.96 | PP: 23% | LP: 93% #NMR | 19.46 | PP: 22% | LP: 94% #CTXC | 0.4164 | PP: 22% | LP: 95% #AMP | 0.003401 | PP: 21% | LP: 92% #SKL | 0.07252 | PP: 21% | LP: 93% #ALPINE | 2.074 | PP: 21% | LP: 94% #PROS | 0.5028 | PP: 21% | LP: 95% #PSG | 3.253 | PP: 20% | LP: 91% #WING | 8.78 | PP: 20% | LP: 92% #ACM | 2.047 | PP: 20% | LP: 94% #ASTR | 0.1674 | PP: 20% | LP: 94% #MAV | 0.5367 | PP: 20% | LP: 96% #MULTI | 2.202 | PP: 20% | LP: 96% #NTRN | 1.0397 | PP: 19% | LP: 91% #RAD | 1.867 | PP: 19% | LP: 92% #XMR | 157.8 | PP: 19% | LP: 92% #DATA | 0.0461 | PP: 19% | LP: 95% #SEI | 0.6017 | PP: 19% | LP: 96% #INJ | 31.39 | PP: 18% | LP: 93% #RLC | 2.09 | PP: 18% | LP: 95% #DIA | 0.4029 | PP: 17% | LP: 93% #BNX | 0.2869 | PP: 16% | LP: 90% #KMD | 0.2419 | PP: 16% | LP: 90% #RPL | 28.39 | PP: 16% | LP: 91% #SSV | 28.74 | PP: 16% | LP: 91% #ORN | 0.8144 | PP: 16% | LP: 93% ... ——————————————————————— Total Predictions: 368 PP > 50%: 1 LP > 50%: 368 PP > 60%: 0 LP > 60%: 368 PP > 70%: 0 LP > 70%: 367 PP > 80%: 0 LP > 80%: 357 PP > 90%: 0 LP > 90%: 219 ——————————————————————— PP: Profit Probability | LP: Loss Probability