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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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TONlines – News

@tonlines · Post #6720 · 04/11/2025, 02:52 PM

Fanton EN: NFT Transfer Completion and Rule Violations #NFT#ComBot The Fanton EN channel has completed a mass NFT transfer, including distributions for auctions, tier upgrades, and the ComBot event. However, some participants broke the rules, leading to disqualifications. Participants who did not receive their NFTs should contact Fanton Support. Source: link @tonlines

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BotsGram®

@botsgram_cu · Post #3438 · 01/26/2021, 03:28 PM

@BanInfoRobot Qué puede hacer este bot? Comprueba si estás prohibido en los populares servicios Anti-Spam de Telegram como SpamWatch, CAS, etc Idioma: Inglés (visto en @BotsGram_cu) #ban, #userinfo, #spamwatch, #cas, #combot, #spam, #antispam, #spamprotection, #spb, #antispaminc, #check, #api, #scam, #spammer