2 repositorios
Services designed with built-in observability and configuration for distributed environments.
Explore 2 awesome GitHub repositories matching software engineering & architecture · Production-Ready Microservices. Refine with filters or upvote what's useful.
Spring Boot is an opinionated application framework designed to streamline the creation of production-ready services. It functions as a comprehensive development platform that utilizes a centralized dependency injection container to manage object lifecycles and wiring. By employing convention-over-configuration, the framework automates the instantiation of components based on the presence of specific libraries and configuration properties, significantly reducing the need for manual setup. The framework distinguishes itself by bundling the application and its web server into a single, self-con
Equips distributed services with built-in observability, health monitoring, and configuration management to ensure high reliability in production.
Label Studio is a multi-modal data annotation platform designed to create and manage high-quality training datasets for machine learning. It functions as a self-hosted, containerized environment that supports secure, private deployments, including air-gapped configurations. The platform provides a centralized workspace for labeling diverse media types, such as images, text, audio, and time-series data, to support supervised and reinforcement learning workflows. The platform distinguishes itself through deep integration with machine learning backends, enabling active learning loops, automated
Packages the platform as a portable, containerized microservice for scalable deployment in cloud-native environments.