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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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Crypto News & Web3 Events | TON Ecosystem

@tonevents_en · Post #1401 · 04/11/2025, 08:23 AM

TON Space x EVAA integration ❤️ Recently the non-custodial version of the @wallet — TON Space integrated EVAA Protocol. This is the great opportunity for EVAA, considering that in Q2 Telegram the wallet plans to hit the US market. However, after the end of the TON Foundation boosts for #EVAA, the overall APR % on supply dropped significantly, so now it is more profitable to farm 😇 EVAA XP additionally using other #DeFi projects – #StormTrade and #FIVA. 🪙 The interface itself has undergone a small update. A new section has appeared — "Earn". You can clearly see how the percentage changes after each Supply/Borrow loop through #Tonstakers (looping strategy). If you use $tsTON, then EVAA XP doubles after each loop. 📈 Interest rates on $USDT loans in the LP pool have been reduced. Now it will be less expensive to use the "looping" strategy through SLP. LP pool works very well with Storm. Btw 🪙Storm Trade recently partners with 👍FIVA too. ➡️Add SLP to EVAA. ➡️Borrow $TON or $USDT. ➡️Put it in Storm Trade again. ➡️Repeat. Remember the risks. 🎙 Recently, the co-founders of #VAA held two broadcasts. In one of them, CTO Vlad (@sepezho) touched on the topic of oracles and the risks of liquidations (on Ru lang). In the second podcast, CEO Vlad participated, discussing the DeFi segment on TON in general (on Ru lang too). Therefore, if you have nothing to do in your free time, you can check it out. EVAA app | Video-guide