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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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Venture Village Wall 🦄

@venturevillagewall · Post #3669 · 12/21/2024, 01:51 PM

USAcoin Proposal by Peter Schiff Peter Schiff suggests that instead of building a strategic reserve in BTC, the U.S. could save money by launching a new cryptocurrency called USAcoin, which would have a capped supply of 21 million coins, utilizing updated blockchain technology for payment efficiency. He emphasizes the potential wealth this could generate and encourages HODL. 🔗Read more here🔗Join Crypto Twitter #USAcoin#Cryptocurrency#BTC#Blockchain#PaymentSystems#Investment#WealthBuilding#HODL#Crypto#Finance#PeterSchiff#CryptoTwitter#DigitalCurrency

Airdrop Auditors

@airdropauditors · Post #5128 · 09/25/2025, 06:39 PM

🚨 Presale Alert: SHHEIKH $SHHEIKH Is the Talk of the Town Royals are watching. Whales are buying. 🔥 Total Pool: $5.52M+ raised in Phase 2 already! AI + RWA = not just hype, but the future of finance. $0.00405 with 5% bonus. Time to move. 🔗 Presale Link:www.shheikh.io =========================== 📝 Tasks: 🔘 Follow their Twitter account 🔘 Join their Telegram Channel 🔘 Join their Presale =========================== 📅 End Date: 07 October 2025 🔴Note:Make sure to conduct thorough research (DYOR) before joining. Please note that this is not financial advice, and it's important to understand all risks involved beforehand. #Crypto#Blockchain#AI#RWA#DeFi#Altcoins#CryptoNews#Presale#Investing#BullRun2025#WealthBuilding#NextBigThing

SS7 TRADER

@ss7trader · Post #29955 · 02/26/2026, 10:28 PM

Binary trading isn't gambling if you have the right tools. 📈 Watch how Pro Thunder V12 identifies the signal on MT5 before I even open the broker. No repainting, no delay, just pure accuracy. #binaryoptions#pocketoption#quotex#tradingstrategy#mt5#forexsignals#otctrading#daytrading#prothunderv12#fintok#wealthbuilding#tradingtips#makemoneyonline#investing2026

🐓✨Tencent PP Ranch✨

@tencentppranch012 · Post #220 · 10/20/2024, 11:51 AM

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