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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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SingSing Announcement

@singsingchannel · Post #1171 · 02/05/2025, 07:01 AM

🚨 CHICK Launchpool has officially ENDED! 🚨 It’s time to CLAIM your rewards 🎁🔥 ⏳ Don’t miss out—head over now and claim what’s yours! 👉 Link to claim #SingSing#Launchpool#CHICK

SingSing Announcement

@singsingchannel · Post #1159 · 01/06/2025, 07:47 AM

🚨 Attention, stakers! The CHICK Launchpool has officially come to an end! 🐥 📤 Don’t forget to claim your hard-earned rewards right now: https://t.me/SingSing_TG_bot/app?startapp=_launchpool 💥 This is just the beginning—get ready for the next Launchpool, where even bigger and better opportunities await! Stay tuned and keep staking for more amazing rewards! 🔥 #SingSing#CHICK#Launchpool#Web3Gaming