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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 #955 · 10/29/2024, 07:39 AM

🎉Catizen x Zircuit Launchpool is Live We're excited to announced launch Zircuit (ZRC) as the inaugural project on the Catizen Launchpool!🎆🪙 How to Earn ZRC? 💰 Stake CATI and Cats to Earn ZRC: Zircuit is an AI-secured, Zero-Knowledge Layer 2 solution, fully #EVM-compatible, and supported by #BinanceLabs, #Pantera, #DragonflyCapital, among others. With $1.8B in TVL and a new liquidity hub, early adopters are in for a rewarding journey! Launchpool Details: • Period: 2024-10-28 00:00 (UTC) to 2024-11-04 00:00 (UTC) • Token Name: $ZRC • Total Supply: 10,000,000,000 ZRC • Token Rewards: ≈$1,500,000 in ZRC • Launchpool Allocation: 8,333,333 ZRC Pool Information 🪙CATI Pool: • Reward Proportion: 85% • Reward Amount: $1,275,000 in ZRC • Stake Range: 1 to 2000 CATI • Settlement: Every hour based on staked CATI share 😺Cat Pool: • Reward Proportion: 15% • Reward Amount: $225,000 in ZRC • Eligibility: Cats above level 300 only • Settlement: Hourly, with levels converted to USD for calculations 🐾Don’t miss out on this incredible chance to grow your rewards with Zircuit! This is just the beginning of their ambitious plan to enhance CATI token value✨ #TON#CATI#Pool#Zircuit