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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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@mappasaurusofficial · Post #247 · 04/06/2025, 02:17 PM

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🦖#MappaSaurus Announces Partnership with #INSECTONTON We're collaborating with Insect on TON, an innovative blockchain security project operating on the TON network ecosystem, developing cutting-edge solutions to combat fraud and scams in the blockchain space. More info: 🌐Website 🚀Announcement 💬Discussion 🐦Twitter Handel By joining forces, we aim to implement advanced security measures and create a safer environment for all users. We look forward to leveraging our combined expertise to deliver innovative solutions and contribute to the overall growth of the Mapping technology with@telegram. 🤝Join us and stay updated about the exciting developments that we are about to bring! 👀Connect With Mappsaurus : 🤑Join the game: @MappasaurusAppBot Follow us on: Twitter | Instagram | Medium | Youtube | Linkedin | Earn 🌍Global Communities

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