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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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TON Crypto News

@toncoin_rap · Post #159 · 09/21/2024, 06:39 AM

🎧⤴ 🤑TON Ecosystem on Fire! Major Updates from Fintopio, TBook, and XDAO You Can’t Miss This week, the TON blockchain ecosystemrolled out exciting updates across three projects: Fintopio, TBook, and XDAO. Fintopio, one of the fastest-growing DeFi wallets on Telegram, now has 6 million active monthly users, offering fee-free transfers and NFT storage. TBook introduces free TON WISE Credit Scores, encouraging users to showcase their onchain and offchain activities for potential rewards. Lastly, XDAO is pioneering the first DAO ecosystem on TON, integrating Telegram mini-apps and introducing community-driven farming games to attract new users. TON’s rapid growth continues, with a thriving Web3 community ready to reshape digital finance. Chorus: We on TON, leveling up the game, Fintopio's flexin’, ain’t nothin' the same. TBook’s credit stack, XDAO’s on the rise, Decentralized future, right before your eyes. Verse 1: From Telegram straight to the blockchain scene, Fintopio’s the wallet that’s keepin' it clean. Millions logged in, sending cash for free, DeFi on your phone, simple as can be. $HOLD points stackin’, rewards gettin’ high, Move fast, earn big, touch the sky. Security tight, but the game’s still smooth, Digital assets now got nothin' to lose. Chorus: We on TON, leveling up the game, Fintopio's flexin’, ain’t nothin' the same. TBook’s credit stack, XDAO’s on the rise, Decentralized future, right before your eyes. Verse 2: TBook’s in the mix, building up your score, Onchain data, you got rewards in store. Credit's climbing high, opportunity knocks, Show what you’ve done, you control the stocks. Airdrops comin’ in, WISE Credit the key, Exclusive deals, it’s the place to be. You a star on the rise, now the world’s in view, Link up your past, and the rewards come through. Chorus: We on TON, leveling up the game, Fintopio's flexin’, ain’t nothin' the same. TBook’s credit stack, XDAO’s on the rise, Decentralized future, right before your eyes. Verse 3: XDAO’s movin’ fast, DAOs on the map, Farming those coins while you sit back and tap. Mini apps in play, communities grow, TONxDAO tech, let the future flow. Buildin' syndicates, big moves you choose, DAO-based biz, ain’t no time to snooze. Empowerin’ users, decentralize it all, New age of finance, watch the empires fall. Chorus: We on TON, leveling up the game, Fintopio's flexin’, ain’t nothin' the same. TBook’s credit stack, XDAO’s on the rise, Decentralized future, right before your eyes. Bridge: No more middlemen, we takin' control, In the TON ecosystem, we’re playin' the role. From wallets to scores, and DAOs takin' flight, It’s a Web3 revolution, we shine in the night. #TONBlockchain#DeFiTakeover#Web3Revolution #TONCryptoNewsRapStyle 🎧@toncoin_rap