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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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@githubtrending · Post #14937 · 07/09/2025, 02:30 PM

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#typescript#api#cms#cms_framework#content_management#content_management_system#customizable#dashboard#graphql#hacktoberfest#headless_cms#jamstack#javascript#koa#koa2#mysql#no_code#nodejs#rest#strapi#typescript Strapi is a free, open-source headless content management system that lets you manage content easily and flexibly, whether you host it yourself or use Strapi Cloud. It works with many databases and lets you build custom APIs, routes, and plugins to fit your needs. You can use any frontend technology you like, such as React, Vue, or Angular, and it comes with a modern, customizable admin panel. Strapi is fast, secure, and scalable, making it simple to deliver content across websites, apps, or devices. This means you get full control over your content and how it’s displayed, saving time and effort while keeping your project future-proof[1][2][3]. https://github.com/strapi/strapi