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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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DSR Corporation News

@dsr_news · Post #1036 · 06/19/2025, 09:18 AM

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❓Интересуешься внедрением DI в Kotlin-скрипты и хочешь избежать tight coupling? Мы подробно разобрали это в свежей статье на Medium — ‘Keep your scripts decoupled: flexible and safe dependency injection for Kotlin Scripts’! Наши инженеры: Игорь Покотило, Senior Software Engineer, и Константин Некрасов, Principal Software Engineer рассказывают: ✅ как внедрить DI в скрипты так, чтобы не переписывать их при развитии приложения ✅ как использовать Spring IoC ✅ и как при этом не завязать бизнес-логику на инфраструктуру 📖 Читать: ссылка ✍️ Статья на английском языке #Kotlin#DependencyInjection#BackendDevelopment

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Repositorio data science

@repo_science · Post #4259 · 12/08/2025, 03:46 AM

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#SpringBoot#RESTAPI#BackendDevelopment#CodeWithMosh#Java#StripeIntegration#CloudDeployment#LearnToCode 🚀 Ready to take your backend skills to the next level? 🔗Spring Boot: Mastering REST API Development🎓 - Learn to build clean, secure RESTful APIs - Add authentication, role-based access, and JWT security 🔒 - Integrate Stripe for real payment processing 💳 - Deploy your app and database to the cloud ☁️ - Apply industry best practices for production-ready code 🛠 👉 Join now @repo_science and start building real-world projects like a pro!

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