Awesome GitHub RepositoriesData Normalization Layers

This library provides a unified interface for interacting with hundreds of global cryptocurrency exchanges. It serves as a standardized framework for building automated trading systems, allowing developers to fetch real-time market data, manage account balances, and execute orders across multiple financial platforms through a single, predictable set of methods. The project distinguishes itself by abstracting the complexities of diverse exchange-specific application programming interfaces into a consistent internal schema. It includes a modular authentication layer that automatically handles c

This project provides a framework for managing multi-agent systems, designed to automate complex software development, infrastructure, and business workflows. It functions as a multi-agent workflow orchestrator that routes tasks to domain-specific workers while maintaining state persistence and infrastructure automation. By leveraging large language models, the system decomposes high-level objectives into actionable plans, ensuring that complex operations are executed with consistency and reliability. The framework distinguishes itself through its hierarchical agent registry and policy-driven

jc is a tool that transforms plain-text results from command-line utilities, system tools, log formats, and text tables into structured JSON data. It functions as a structured data transformer capable of converting various file formats, including CSV, INI, XML, and YAML, into JSON representations for programmatic use. The project includes a collection of specific parsers for Unix commands and system tools such as df, blkid, and various package managers. It also features specialized converters for web server logs, Common Log Format, and Common Event Format strings. The tool covers broad capab

FinRL-Trading is a modular framework designed for the development, training, and deployment of quantitative trading strategies using reinforcement learning and autonomous agent workflows. It provides a comprehensive infrastructure for managing the entire lifecycle of financial models, from data ingestion and strategy generation to live market execution. The platform distinguishes itself through a multi-agent architecture that coordinates specialized tasks such as sentiment analysis, risk assessment, and collaborative research. By utilizing a standardized environment abstraction, it allows rei

DevLake is a DevOps data platform and analytics tool designed to orchestrate data pipelines that ingest, transform, and sync metadata from external development tools into a unified database. It functions as a system for collecting and normalizing data from source control, CI/CD pipelines, and issue trackers into a standardized schema to enable consistent software delivery analytics. The platform distinguishes itself by transforming tool-specific data into a common domain model, allowing for the calculation of engineering metrics via SQL. It provides specialized frameworks for measuring DORA m

يعمل هذا المستودع كمكتبة مرجعية شاملة لتصميم بنية السحابة، حيث يوفر توجيهاً موحداً ومخططات فنية لبناء بيئات قابلة للتوسع وآمنة وعالية الأداء. يعمل كقاعدة معرفية مركزية لأنماط الهندسة، واستراتيجيات الترحيل، وأطر البنية التحتية المصممة للحلول السحابية الأصلية (cloud-native). تتميز المنصة بنظام توثيق قائم على المكونات يستخدم التصنيف القائم على البيانات الوصفية لتنظيم التوجيه المعماري المعقد. ومن خلال استخدام مولد مواقع ثابتة، يقوم المشروع بتجميع المحتوى القائم على Markdown في تجربة ويب منظمة وموزعة عالمياً تسهل مراجعة الأقران والتحكم في الإصدار من خلال إدارة المصادر الموزعة. يغطي المحتوى مجموعة واسعة من المجالات التقنية، بما في ذلك تصميم منصة تحليلات البيانات، وتنسيق سير عمل الذكاء الاصطناعي التوليدي، وإدارة البنية التحتية للسحابة الهجينة. كما يوفر أطر عمل لتنفيذ مناطق هبوط آمنة، وإنشاء حوكمة أمن السحابة، وتنفيذ استراتيجيات التبني على مستوى المؤسسة.