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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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@cryptofightnews · Post #2968 · 10/07/2025, 06:54 PM
2 DAYS UNTIL PRESALE! 🚨 The wait is almost over, Vern! 😎 $HVN Presale goes LIVE in just 2 days — and the community is gearing up for something BIG! 💥 🎯 Don’t miss your chance to get in early 🎙️ AMA coming soon 📍Join the Telegram: t.me/heyverntoken Let’s make history, Hey Vern style! 🧢💰 #HeyVernToken#CryptoPresale#Memecoin#Polygon#HVN
@the_intelligent_investors · Post #1632 · 02/01/2025, 08:34 AM
🚀 Blockchain Energy is LIVE! 🔥 The world’s first physical blockchain product is here—introducing Blockchain Energy! 💥 Our website and ICO are officially LIVE, and early buyers can now purchase BET tokens at. www.blockchainenergy.co.uk. 💰 Buy early before prices increase! Price alerts and community updates will be shared exclusively on our Telegram group – join now: https://t.me/+vLcj22SyWvY2ZDg0 🔗 Powering the future of blockchain with real-world energy! #BlockchainEnergy#BETToken#CryptoLaunch#ICO#BlockchainRevolution#CryptoCommunity#Web3#CryptoInvesting#TokenSale#CryptoPresale
@cryptofightnews · Post #3162 · 12/16/2025, 03:37 PM
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