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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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TonOrbital

@tonorbital · Post #831 · 09/20/2024, 09:18 PM

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💫 Today’s Highlights in the Ton Ecosystem, September 20 💫 📰The Daily TON: $CATI token listing causes Open League pause for two weeks to handle stress on TON Blockchain. 🔥Bitget Wallet: The new #BitgetWallet#Task2Get season offers a 300,000 $BEVM prize pool with double rewards up to $200 for new users—no NFT needed! 🌐 TON Community: TON Memelandia is evolving into a decentralized land of memes with upcoming battles, prizes, and events—expect major announcements at MEMECON during Token2049! 🗿STON.fi: GemSquads Fifth Season is live—vote for your favorite farms, and $43,000 worth of $STON rewards will be distributed to top trading pairs based on votes! 🙏Catizen: $CATI farming is live with $86,000 in rewards—stake LP tokens in CATI/TON and CATI/USDT pools on STON.fi to earn a share of 20,000 STON until October 4! 🚀swap.coffee: $SP is now available in Swap.coffee's cashback system—earn tokens with every swap and claim them anytime!

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