GitHub Weekly Top 10 Trends (6 Jul 2025)
Every week, GitHub’s Top 10 Trending projects reflect the most exciting developments and innovations in the open-source community. From cutting-edge tools and frameworks to essential resources for learning and productivity, these repositories highlight what developers around the world are exploring and building right now. Whether you’re looking for inspiration, seeking to contribute to popular projects, or simply staying updated with the latest trends, the weekly rankings offer a snapshot of the technologies and ideas shaping the future of software development.
For past weekly trending, please view Weekly Tags.
Graphite
Graphite is a free, open-source vector and raster graphics editor designed around a procedural, nondestructive editing workflow. It uniquely integrates traditional layer-based compositing with a powerful node-based design system, enabling artists and designers to create, manipulate, and render 2D graphics with advanced procedural capabilities. Originally focused on vector editing, Graphite is evolving into a comprehensive graphics toolkit inspired by game engine architecture rather than conventional creative software. Its architecture centers on a node graph core, with user-friendly tools built on top to support vector and raster editing. Current features emphasize procedural vector graphics, while the roadmap includes expanding into photo editing, motion graphics, digital painting, desktop publishing, and VFX compositing. Graphite aims to provide a unified interface for both layer-based and node-based workflows, fully nondestructive editing, scalable raster editing, and cross-platform availability for web and desktop applications.
Twenty
Twenty is an open-source Customer Relationship Management (CRM) application that offers a flexible and self-hostable alternative to proprietary solutions like Salesforce and HubSpot. The platform features dynamic data modeling, enabling users to create custom objects and fields at runtime, which allows for highly customizable workflows tailored to specific business needs. Twenty is built with enterprise-grade capabilities, including multi-tenancy, robust role-based access control, and extensive API support, making it suitable for organizations seeking a powerful, customizable, and privacy-conscious CRM solution that they can fully control and adapt to their requirements.
Generative AI for Beginners
Generative AI for Beginners is a comprehensive learning resource developed by Microsoft Cloud Advocates to introduce learners to the fundamentals of building Generative AI applications. This open-source course consists of 21 carefully structured lessons that cover essential topics, making it accessible to beginners interested in exploring Generative AI. The course overview outlines its structure, intended audience, key concepts, and the technical prerequisites needed to begin developing Generative AI solutions. By following this course, learners can gain a solid foundation in Generative AI and acquire practical skills for building their own AI-powered applications.
STORM
STORM is a language model-powered knowledge curation system designed to simplify the process of generating long-form articles with citations by breaking it down into manageable steps. The system utilizes a two-stage approach: first, a pre-writing (research) stage that gathers references and creates an outline through internet-based research; second, a writing stage that leverages the collected information to produce a comprehensive, citation-rich article. Building on this foundation, the Co-STORM extension introduces human-AI collaborative knowledge curation, enhancing the workflow with a structured discourse protocol and dynamic knowledge organization to further improve the quality and accuracy of curated content.
Scira
Scira is a minimalistic, AI-powered search engine developed with Next.js, designed to help users efficiently find information on the internet by leveraging multiple AI models and external service integrations. The system orchestrates a range of AI providers, search APIs, and diverse data sources to deliver contextual and relevant responses tailored to various domains such as web search, academic research, financial analysis, and location services. By combining different AI technologies and external resources, Scira offers a streamlined search experience that adapts to the user’s informational needs across multiple fields.
Midday
Midday is a comprehensive financial management platform organized as a monorepo that brings together core applications, shared packages, and consistent architectural patterns within a single repository. The project is designed to streamline financial operations by centralizing all components and resources, making development and maintenance more efficient. The documentation provides an in-depth overview of the repository’s structure, detailing how applications and shared modules are organized, and outlines the architectural approaches that guide the codebase. This setup enables scalable, maintainable, and collaborative development for a robust financial management solution.
ML-For-Beginners
ML-For-Beginners is an open-source repository offering a 12-week, 26-lesson curriculum designed to introduce beginners to the fundamental concepts of classical machine learning. The course focuses on hands-on learning using primarily Scikit-learn, guiding learners through essential techniques and algorithms without covering deep learning, which is addressed separately in the AI for Beginners curriculum. This structured, beginner-friendly curriculum provides a solid foundation in machine learning, making it an ideal starting point for those new to the field.
12-Factor Agents
12-Factor Agents is a methodology that outlines a set of principles for building reliable, maintainable, and scalable applications powered by large language models (LLMs). Inspired by the original 12 Factor App approach for web applications, this framework draws on practical experience with a variety of agent architectures to identify patterns that yield production-quality AI systems. The methodology emphasizes the intersection between deterministic code and LLM capabilities, advocating for clean architecture, well-defined responsibility boundaries, and effective context management. 12-Factor Agents is particularly valuable for developers seeking to create robust, production-ready AI systems that can be confidently deployed to real users.
Turso
Turso is an in-process SQL database engine written in Rust, designed to be compatible with SQLite while introducing modern enhancements such as asynchronous I/O and native multi-language support. This repository offers a high-level introduction to Turso’s architecture, detailing its core components and major subsystems. By combining the reliability and familiarity of SQLite with contemporary features, Turso provides developers with a robust, flexible database solution that integrates seamlessly into modern application environments.
PayloadsAllTheThings
PayloadsAllTheThings is a comprehensive security knowledge base designed for web application security testing and research. Originally a monolithic collection, the repository has evolved into a distributed ecosystem, with specialized content now migrated to focused repositories such as InternalAllTheThings. PayloadsAllTheThings serves as a vital reference for penetration testers, security researchers, and developers by providing practical, ready-to-use payloads for diverse attack vectors, methodologies for security testing across different environments, detailed documentation on vulnerability exploitation techniques, and a wealth of learning resources for community knowledge sharing. Additionally, the repository supports integration with automated security testing tools, making it an indispensable resource for anyone involved in application security.