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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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SIGNAL

@finsignal · Post #2777 · 01/11/2024, 02:17 PM

🔮 Bitcoin #ETF 21Shares #ARKB commercial from ArkInvest "When you come to bitcoin, aren't you just a little curious?" According to #Ark marketers, all questions and fears (such as "It won't cost anything", "It's a bubble", and so on) are based on people's simple unwillingness to take risks, and not on specific fundamental doubts — therefore, a regulated #Bitcoin fund is the solution to all problems 🧐

SpotOnChain | Announcement

@spotonchain · Post #824 · 05/15/2024, 04:06 AM

🚨 $BTC #ETF Net Inflow May 14, 2024: +$101M! • The net inflow has been positive for 2 trading days. • #Grayscale ETF GBTC experienced a single-day outflow of $50.9M again after a day of zero flow. • The single-day flow of #BlackRock ETF IBIT remains stagnant for 15 trading days. • Nonetheless, 6 out of 8 other US Bitcoin ETFs experienced single-day inflows, led by #ARKB ETF with $133M. Follow @spotonchain and check out the latest updates about #Bitcoin ETFs via https://platform.spotonchain.ai/en/signal-details/bitcoin-etf-net-inflow-update-on-may-14-2024-107877

CRYPTO NEWS

@cryptonewstel · Post #1524 · 01/08/2026, 07:38 AM

🟠 Bitcoin ETF Inflow : 2026-01-07 #IBIT : -$130.0M #FBTC : -$247.6M #BITB : -$39.0M #ARKB : -$42.3M #HODL : -$11.6M #GBTC : -$15.6M 📊 Net Inflow : -$486.1M ⚡ 7-day Avg : $61.0M ➖➖➖➖➖➖➖➖➖ 📣@cryptonewstel ✨Vip join⭐️

CRYPTO NEWS

@cryptonewstel · Post #1887 · 02/26/2026, 09:05 AM

🟠 Bitcoin ETF Inflow : 2026-02-25 #IBIT : $297.4M #FBTC : $30.1M #BITB : $39.4M #ARKB : $2.3M #HODL : $15.6M #GBTC : $102.5M #BTC : $19.3M 📊 Net Inflow : $506.6M ⚡ 7-day Avg : $34.9M ➖➖➖➖➖➖➖➖➖ 📣@cryptonewstel ✨Vip join⭐️

CRYPTO NEWS

@cryptonewstel · Post #1702 · 02/04/2026, 07:55 AM

🟠 Bitcoin ETF Inflow : 2026-02-03 #IBIT : $60.0M #FBTC : -$148.7M #BITB : -$23.4M #ARKB : -$62.5M #EZBC : -$2.2M #HODL : -$4.8M #GBTC : -$56.6M #BTC : -$33.8M 📊 Net Inflow : -$272.0M ⚡ 7-day Avg : -$171.1M ➖➖➖➖➖➖➖➖➖ 📣@cryptonewstel ✨Vip join⭐️

CRYPTO NEWS

@cryptonewstel · Post #1361 · 12/26/2025, 05:31 AM

🟠Bitcoin ETF Inflow : 2025-12-24 #IBIT : -$91.4M #FBTC : -$17.2M #BITB : -$13.3M #ARKB : -$9.9M #EZBC : -$5.1M #HODL : -$8.0M #GBTC : -$24.6M #BTC : -$5.8M 📊Net Inflow : -$175.3M ⚡7-day Avg : -$92.2M ➖➖➖➖➖➖➖➖➖ 📣@cryptonewstel ✨Vip join⭐️