Open Source Health & Support

Stars trend, CVEs, release cadence, maintainer activity, and enterprise support options — for every major OSS dependency.

Big Data

Apache BeamPython

Unified batch and streaming data processing model supporting multiple execution engines

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Apache DorisJava

High-performance real-time analytical database for reporting, dashboards, and ad-hoc queries

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Apache DruidJava

High-performance real-time analytics database for sub-second queries on large datasets

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Apache FlinkJava

Stateful stream processing framework for distributed data streams

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Apache HadoopJava

Framework for distributed storage and processing of large data sets

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Apache NiFiJava

Easy-to-use, powerful, and reliable system to process and distribute data

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Apache PinotJava

Realtime distributed OLAP datastore for low-latency queries on large-scale event data

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Apache SolrJava

Open source enterprise search platform built on Apache Lucene

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Apache SparkJava

Unified analytics engine for large-scale data processing

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Apache SupersetPython

Modern, enterprise-ready business intelligence web application for data exploration and visualization

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ElasticsearchJava

Distributed, RESTful search and analytics engine built on Apache Lucene

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MeilisearchRust

Lightning-fast, open source search engine with a focus on developer experience

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MetabaseJava

Open source business intelligence tool for easy data visualization and self-serve analytics

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OpenSearchJava

Community-driven, open source search and analytics suite derived from Elasticsearch

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StarRocksSystem

High-performance analytical database for real-time and batch analytics with a MySQL-compatible interface

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TrinoJava

Fast distributed SQL query engine for federated queries across heterogeneous data sources

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TypesenseSystem

Open source, typo-tolerant search engine optimized for developer experience

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Data Science

BokehPython

Interactive web-based data visualizations from Python with D3.js-style output

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DaskPython

Flexible parallel computing library for Python that scales NumPy, Pandas, and scikit-learn

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dbt CorePython

SQL-first transformation workflow that converts raw data into analysis-ready models

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GradioPython

Build and share machine learning demos and web apps with Python in minutes

⭐ Stars & CVEs🐍 PyPI
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Great ExpectationsPython

Python tool for validating, documenting, and profiling data to maintain quality and integrity

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MatplotlibPython

Comprehensive library for creating static, animated, and interactive visualizations in Python

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NumPyPython

Fundamental package for scientific computing with Python

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PandasPython

Fast, powerful, flexible and easy-to-use open source data analysis and manipulation tool

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PlotlyPython

Interactive, open source graphing library for Python, R, and JavaScript

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PolarsPython

Lightning-fast DataFrame library implemented in Rust with a Python and Node.js API

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PyArrowPython

Python library for Apache Arrow — high-performance columnar in-memory data and IPC

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SciPyPython

Open source library for mathematics, science, and engineering in Python

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SeabornPython

Statistical data visualization library built on matplotlib with a high-level interface

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StreamlitPython

Fastest way to build and share data science and machine learning web apps in Python

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Database

Apache CassandraSystem

Highly scalable, distributed NoSQL database for large datasets

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Apache CouchDBSystem

Open source NoSQL document database with an HTTP API

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Apache HBaseJava

Hadoop database — a distributed, scalable big data store

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ArangoDBSystem

Native multi-model database with flexible document, graph, and key-value data models

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CitusSystem

Distributed PostgreSQL extension for multi-tenant and real-time analytics workloads

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ClickHouseSystem

Column-oriented database management system for real-time analytics

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CockroachDBGo

Distributed SQL database with automatic scaling, failover, and geo-partitioning

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DragonflySystem

Modern in-memory datastore, fully compatible with Redis and Memcached APIs

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DuckDBSystem

In-process SQL OLAP database management system for fast analytical queries

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InfluxDBGo

Open source time series database purpose-built for high-write-load metrics and events

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KeyDBSystem

High-performance multi-threaded Redis fork with up to 5x better throughput

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MariaDBSystem

Community-developed fork of MySQL with enhanced features

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MilvusGo

Open source vector database built for scalable similarity search and AI applications

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MongoDBSystem

The most popular NoSQL document-oriented database

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MySQLSystem

The world's most popular open source relational database

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Neo4jJava

Leading graph database management system for connected data

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NeonSystem

Serverless open source PostgreSQL with branching, autoscaling, and scale-to-zero

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PostgreSQLSystem

The world's most advanced open source relational database

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QdrantRust

High-performance vector database and search engine for AI applications

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QuestDBJava

High-performance time series database with SQL extensions for IoT and financial data

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RedisSystem

An in-memory data structure store used as database, cache, and message broker

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RocksDBSystem

Embeddable persistent key-value store for fast storage, optimized for flash and RAM

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ScyllaDBSystem

NoSQL wide-column database compatible with Cassandra, engineered for high performance

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SQLiteSystem

Self-contained, serverless, zero-configuration relational database engine

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SurrealDBRust

Scalable, distributed, collaborative, document-graph database for the realtime web

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TiDBGo

Distributed SQL database with horizontal scalability and MySQL compatibility

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TimescaleDBSystem

Open source time-series SQL database built on PostgreSQL

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ValkeySystem

Open source, in-memory data structure store — community-driven Redis fork

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VitessGo

Database clustering system for horizontal scaling of MySQL

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WeaviateGo

Open source vector database enabling semantic search and generative AI applications

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YugabyteDBSystem

High-performance, cloud-native distributed SQL database compatible with PostgreSQL and Cassandra

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Database Tools

AlembicPython

Lightweight database migration tool for SQLAlchemy — version your database schema changes

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DieselRust

Safe, extensible ORM and query builder for Rust with compile-time query validation

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Drizzle ORMNode.js

TypeScript ORM with a focus on type safety, developer experience, and SQL-like syntax

⭐ Stars & CVEs📦 npm
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FlywayJava

Database migrations made easy — version control for your database with simple SQL or Java migrations

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GORMGo

The fantastic ORM library for Golang with associations, hooks, and migrations

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LiquibaseJava

Open source database schema change management solution with version control for your database

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MongooseNode.js

Elegant MongoDB object modeling for Node.js with built-in type casting and validation

⭐ Stars & CVEs📦 npm
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MyBatisJava

First-class persistence framework for Java with support for custom SQL, stored procedures, and advanced mappings

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PrismaNode.js

Next-generation ORM for Node.js and TypeScript with type-safe database access

⭐ Stars & CVEs📦 npm
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SequelizeNode.js

Feature-rich ORM for Node.js supporting PostgreSQL, MySQL, MariaDB, SQLite, and MSSQL

⭐ Stars & CVEs📦 npm
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SQLAlchemyPython

Python SQL toolkit and Object Relational Mapper providing full SQL query flexibility

⭐ Stars & CVEs🐍 PyPI
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sqlxRust

Async SQL toolkit for Rust providing compile-time checked queries and type-safe results

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TypeORMNode.js

ORM for TypeScript and JavaScript that supports ActiveRecord and DataMapper patterns

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Developer Tools

AxiosNode.js

Promise-based HTTP client for the browser and Node.js with interceptors and automatic transforms

⭐ Stars & CVEs📦 npm
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BackstageNode.js

Open source developer portal platform by Spotify for building internal developer tooling

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ClapRust

Command line argument parser for Rust with derive macros and extensive help generation

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CobraGo

Library for creating powerful CLI applications in Go — used by Kubernetes, GitHub CLI, and more

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ForgejoGo

Self-hosted, lightweight software forge — a community-driven fork of Gitea

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GiteaGo

Painless self-hosted Git service and DevOps platform

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GoReleaserGo

Release automation tool for Go projects — cross-compile, package, sign, and publish releases

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GuavaJava

Google core Java libraries for collections, caching, I/O, concurrency, and string processing

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JotaiNode.js

Primitive and flexible state management for React based on an atomic model

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JupyterLabPython

Web-based interactive development environment for Jupyter notebooks, code, and data

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LombokJava

Java annotation processor that generates boilerplate code like getters, setters, and builders

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MobXNode.js

Simple, scalable state management for JavaScript based on transparent functional reactive programming

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NovuNode.js

Open source notification infrastructure for developers — email, SMS, push, and in-app notifications

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OpenProjectRuby

Open source project management software with Scrum, Kanban, Gantt charts, and time tracking

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PydanticPython

Data validation and settings management using Python type annotations

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RenovateNode.js

Automated dependency update tool — keeps your dependencies up-to-date across all ecosystems

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RxJavaJava

Reactive Extensions for the JVM — composable asynchronous and event-based programs using observable sequences

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RxJSNode.js

Reactive Extensions Library for JavaScript — compose asynchronous and event-based programs

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ScrapyPython

Fast high-level web crawling and scraping framework for Python

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SerdeRust

Serialization and deserialization framework for Rust — de-facto standard for JSON, YAML, TOML

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StorybookNode.js

Frontend workshop for building UI components and pages in isolation

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TanStack QueryNode.js

Powerful data synchronization for web applications — server state management for React, Vue, and Svelte

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ViperGo

Complete configuration solution for Go applications — supports 12-factor apps

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ZapGo

Blazing fast, structured, leveled logging in Go — designed for high-throughput services

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ZodNode.js

TypeScript-first schema declaration and validation library with static type inference

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ZustandNode.js

Small, fast, and scalable bearbones state management solution for React

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Infrastructure

AnsiblePython

Agentless IT automation platform for configuration management and deployment

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Apache APISIXSystem

Dynamic, real-time, high-performance API gateway built on Nginx and etcd

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Apache ZooKeeperJava

Centralized service for maintaining configuration, naming, and distributed synchronization

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Argo CDCloud Native

Declarative GitOps continuous delivery tool for Kubernetes

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BuildKitCloud Native

Concurrent, cache-efficient, and Dockerfile-agnostic builder toolkit for container images

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cert-managerCloud Native

Automatic TLS certificate management for Kubernetes from Let's Encrypt and other issuers

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CiliumCloud Native

eBPF-based networking, security, and observability for Kubernetes and cloud-native environments

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containerdCloud Native

Industry-standard container runtime emphasizing simplicity, robustness, and portability

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CoreDNSGo

Fast and flexible DNS server and service discovery solution for cloud-native environments

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CrossplaneCloud Native

Cloud-native control plane framework for composing infrastructure using Kubernetes APIs

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DaprCloud Native

Distributed Application Runtime — portable, event-driven runtime for distributed applications

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Docker (Moby)Cloud Native

Container platform enabling OS-level virtualisation for application packaging

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Drone CIGo

Container-native continuous delivery platform powered by Docker

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EnvoyCloud Native

Cloud-native high-performance edge and service proxy

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etcdGo

Distributed reliable key-value store for the most critical data of a distributed system

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External Secrets OperatorCloud Native

Kubernetes operator that integrates external secret management systems like AWS, GCP, and Vault

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FirecrackerRust

Secure, fast microVMs for serverless computing — enables running thousands of lightweight VMs

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Flux CDCloud Native

GitOps toolkit for keeping Kubernetes clusters in sync with source of truth

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gVisorGo

Application kernel for containers — provides a strong sandbox boundary between the container and host kernel

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HarborCloud Native

Open source cloud native registry for storing, signing, and scanning container images

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HashiCorp ConsulGo

Service networking platform for multi-cloud environments

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HashiCorp NomadGo

Flexible workload orchestrator for containers and non-containerized applications

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HashiCorp PackerGo

Machine image automation tool for creating identical images across multiple platforms

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HelmCloud Native

The package manager for Kubernetes

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IstioCloud Native

Open source service mesh that layers transparently onto existing distributed applications

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JenkinsJava

Open source automation server for CI/CD pipelines

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K3sCloud Native

Lightweight certified Kubernetes distribution for IoT, edge, and resource-constrained environments

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Kata ContainersGo

Lightweight VMs that transparently run container workloads inside hardware-isolated environments

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KEDACloud Native

Kubernetes-based Event Driven Autoscaling — scale any container based on event metrics

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kindCloud Native

Run local Kubernetes clusters using Docker containers as nodes — for CI and local development

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KnativeCloud Native

Kubernetes-based platform for deploying and managing serverless workloads with auto-scaling

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Kong GatewaySystem

Cloud-native, fast, and scalable API gateway and service mesh layer

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KubernetesCloud Native

Production-grade container orchestration

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KustomizeCloud Native

Kubernetes native configuration management — customize YAML configurations without templates

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LinkerdCloud Native

Ultralight, security-first service mesh for Kubernetes

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LonghornCloud Native

Lightweight, reliable, and powerful distributed block storage for Kubernetes

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MetalLBGo

Bare metal load-balancer for Kubernetes clusters using standard routing protocols

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OpenTofuCloud Native

Open source infrastructure as code tool, community-driven fork of Terraform

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PM2Node.js

Production process manager for Node.js with a built-in load balancer and zero-downtime reloads

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PodmanSystem

Daemonless container engine for developing, managing, and running OCI containers

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PrometheusGo

Open source systems monitoring and alerting toolkit

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Prometheus OperatorCloud Native

Kubernetes operator that simplifies deploying and managing Prometheus monitoring clusters

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PulumiCloud Native

Infrastructure as code using real programming languages

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RookCloud Native

Cloud-native storage orchestrator for Kubernetes, turning distributed storage systems into self-managing services

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Sealed SecretsCloud Native

Encrypt Kubernetes secrets so they can safely be stored in version control

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SkaffoldCloud Native

CLI tool for continuous development of Kubernetes applications — build, push, and deploy

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TektonCloud Native

Cloud-native CI/CD pipeline framework for Kubernetes

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TerraformCloud Native

Infrastructure as code tool for provisioning and managing cloud resources

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Machine Learning

AcceleratePython

HuggingFace library that enables any PyTorch code to run across distributed hardware seamlessly

⭐ Stars & CVEs🐍 PyPI
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BentoMLPython

Build, ship, and scale AI applications — unified model serving framework for any framework

⭐ Stars & CVEs🐍 PyPI
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DiffusersPython

State-of-the-art diffusion models for image, audio, and 3D generation — by HuggingFace

⭐ Stars & CVEs🐍 PyPI
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FeastPython

Open source feature store for machine learning — manage, serve, and share ML features

⭐ Stars & CVEs🐍 PyPI
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Hugging Face TransformersPython

State-of-the-art machine learning models for NLP, vision, and audio tasks

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KubeflowCloud Native

Machine learning toolkit for Kubernetes enabling portable, scalable ML workflows

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LangChainPython

Framework for developing applications powered by language models

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LightGBMPython

Fast, distributed, high-performance gradient boosting framework based on decision trees

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LlamaIndexPython

Data framework for building LLM applications over custom data sources

⭐ Stars & CVEs🐍 PyPI
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MLflowPython

Open source platform for the complete machine learning lifecycle

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NLTKPython

Platform for building Python programs to work with human language data and NLP tasks

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OllamaGo

Run large language models locally — Llama, Mistral, Gemma, and more on your hardware

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ONNXPython

Open standard for representing machine learning models enabling interoperability across frameworks

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OpenCVPython

Open source computer vision and machine learning library with 2500+ optimized algorithms

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OptunaPython

Automatic hyperparameter optimization framework for machine learning

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PyTorchPython

Open source machine learning framework for research and production

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RayPython

Unified framework for scaling AI and Python applications

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scikit-learnPython

Machine learning library for Python featuring classification, regression, and clustering

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Sentence TransformersPython

Python framework for state-of-the-art sentence, text, and image embeddings

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spaCyPython

Industrial-strength natural language processing library for Python and Cython

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TensorFlowPython

An end-to-end open source machine learning platform

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vLLMPython

High-throughput and memory-efficient LLM inference and serving engine

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Weights & BiasesPython

MLOps platform for experiment tracking, dataset versioning, and model management

⭐ Stars & CVEs🐍 PyPI
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XGBoostPython

Optimized distributed gradient boosting library for supervised machine learning

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Observability

cAdvisorGo

Container resource usage and performance characteristics monitoring daemon from Google

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CortexGo

Horizontally scalable, highly available Prometheus implementation for long-term metrics storage

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Fluent BitSystem

Ultra-fast, lightweight log processor and forwarder for Linux, macOS, Windows, and containers

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FluentdRuby

Open source data collector for building a unified logging layer

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GrafanaGo

Open source analytics and monitoring platform for all your data

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Grafana AlloyGo

OpenTelemetry Collector distribution with built-in Prometheus scraping and Loki log shipping

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Grafana LokiGo

Horizontally scalable, multi-tenant log aggregation system inspired by Prometheus

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Grafana TempoGo

High-scale distributed tracing backend that requires only object storage — pairs with Grafana

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JaegerGo

Open source distributed tracing platform for monitoring microservices

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kube-state-metricsGo

Service that generates metrics about the state of Kubernetes objects from the API server

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NetdataGo

Real-time performance and health monitoring for systems, containers, and applications

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OpenObserveRust

Cloud-native observability platform for logs, metrics, traces, and analytics with petabyte-scale storage

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OpenTelemetryCloud Native

Observability framework for cloud-native software — traces, metrics, and logs

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ParcaGo

Open source continuous profiling for analysis of CPU and memory usage over time

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PyroscopeGo

Open source continuous profiling for finding performance bottlenecks in code

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SentryPython

Open source application monitoring platform for error tracking and performance monitoring

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SigNozGo

Open source APM and observability platform — metrics, traces, and logs in a single pane

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TelegrafGo

Plugin-driven server agent for collecting and reporting metrics from databases, systems, and IoT sensors

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ThanosGo

Highly available Prometheus setup with long-term storage capabilities

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VectorRust

High-performance observability data pipeline for collecting, transforming, and routing logs and metrics

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VictoriaMetricsGo

Fast, cost-effective and scalable monitoring solution and time series database

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ZabbixSystem

Enterprise-class open source distributed monitoring solution for networks and applications

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ZipkinJava

Distributed tracing system to gather timing data for troubleshooting latency problems in microservices

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Security

AutheliaGo

Open source authentication and authorization server with 2FA and SSO for web applications

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authentikPython

Open source identity provider with SSO, MFA, and user enrollment flows

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CertbotPython

Free, open source software tool for automatically obtaining and renewing TLS certificates from Let's Encrypt

⭐ Stars & CVEs🐍 PyPI
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CheckovPython

Static analysis tool for infrastructure as code — finds misconfigurations in Terraform, Kubernetes, and more

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CosignGo

Container signing, verification, and storage in an OCI registry — part of the Sigstore project

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DexGo

Federated OpenID Connect provider acting as a portal to other identity providers

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FalcoCloud Native

Cloud-native runtime security tool for detecting anomalous behavior in Kubernetes

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GitleaksGo

Fast, lightweight tool for detecting secrets and sensitive information in git repositories

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GrypeGo

Vulnerability scanner for container images and filesystems with deep SBOM integration

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HashiCorp VaultCloud Native

Secrets management, data encryption, and identity-based access

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KeycloakJava

Open source identity and access management with SSO, OAuth2, and OpenID Connect

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NucleiGo

Fast, customizable vulnerability scanner based on YAML templates for modern web applications

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Open Policy AgentGo

General-purpose policy engine that unifies policy enforcement across the stack

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SemgrepPython

Static analysis tool for finding and fixing bugs, detecting vulnerabilities, and enforcing code standards

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SyftGo

CLI tool and Go library for generating a Software Bill of Materials (SBOM) from container images

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TrivyGo

Comprehensive security scanner for containers, filesystems, and Kubernetes

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TruffleHogGo

Searches git repositories and code for high-entropy strings and over 700 secret types

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ZITADELGo

Cloud-native identity platform with OIDC, OAuth 2.0, SAML, and passwordless authentication

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Testing

Chaos MeshGo

Cloud-native chaos engineering platform for Kubernetes with fine-grained fault injection

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CypressNode.js

Fast, easy and reliable testing for anything that runs in a browser

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GinkgoGo

Expressive Go testing framework with BDD syntax, parallel execution, and rich output

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JestNode.js

Delightful JavaScript testing framework with a focus on simplicity

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k6Go

Open source load testing tool using JavaScript for performance and reliability testing

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LitmusChaosGo

Open source chaos engineering platform for cloud-native environments with GitOps support

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LocustPython

Scalable, distributed load testing tool where user behavior is defined in Python code

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MochaNode.js

Feature-rich JavaScript test framework running on Node.js and in the browser

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PlaywrightNode.js

Reliable end-to-end testing for modern web apps across all browsers

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pytestPython

Simple, feature-rich testing framework for Python

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RSpecRuby

Behaviour-driven development framework for Ruby with readable, expressive test syntax

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SeleniumNode.js

Browser automation framework for web application testing

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testifyGo

Toolkit for Go testing with assertions, mocking, and test suite support

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VitestNode.js

Blazing fast unit-test framework powered by Vite with first-class TypeScript support

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Web Framework

Actix WebRust

Powerful, pragmatic, and extremely fast web framework for Rust

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AdonisJSNode.js

Fully featured MVC web framework for Node.js — batteries included with TypeScript first support

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aiohttpPython

Async HTTP client/server framework for Python with support for WebSockets

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AstroNode.js

Web framework optimised for building fast, content-focused websites with any UI component library

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AxumRust

Ergonomic and modular web framework for Rust built on top of Tokio and Hyper

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BeegoGo

High-performance Go framework with MVC, ORM, caching, and session management built in

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ChiGo

Lightweight, idiomatic, and composable HTTP router for building Go HTTP services

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DjangoPython

The web framework for perfectionists with deadlines

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EchoGo

High performance, minimalist Go web framework

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Eclipse Vert.xJava

Reactive toolkit for building non-blocking, event-driven applications on the JVM

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ElysiaNode.js

Ergonomic web framework for Bun with end-to-end type safety and exceptional performance

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ExpressNode.js

Fast, unopinionated, minimalist web framework for Node.js

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FastAPIPython

Modern, fast web framework for building APIs with Python based on standard type hints

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FastifyNode.js

Fast and low overhead web framework for Node.js

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FiberGo

Express-inspired web framework written in Go, built on Fasthttp

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FlaskPython

A lightweight WSGI web application framework for Python

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GinGo

Fast and minimalist HTTP web framework written in Go

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GraphQL.jsNode.js

Reference implementation of GraphQL for JavaScript, enabling flexible and efficient APIs

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HapiNode.js

Rich framework for building applications and services in Node.js

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HonoNode.js

Ultrafast, lightweight web framework for the Edges — runs on Cloudflare Workers, Deno, Bun, and Node.js

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KoaNode.js

Expressive HTTP middleware framework for Node.js using async functions

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LaravelPHP

PHP web application framework with expressive, elegant syntax

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LitestarPython

Flexible, lightweight ASGI framework for building high-performance APIs with Python

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MicronautJava

Modern, JVM-based full-stack framework for building modular, easily testable microservices

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NestJSNode.js

Progressive Node.js framework for building efficient, reliable server-side applications

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Next.jsNode.js

React framework for production — full-stack web applications with server-side rendering

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Nuxt.jsNode.js

Intuitive Vue framework for building full-stack applications

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QuarkusJava

Supersonic, subatomic Java — a Kubernetes-native Java stack tailored for GraalVM

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RemixNode.js

Full stack web framework focused on web standards and fast user experiences

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RocketRust

Web framework for Rust making it simple to write fast, type-safe, and secure web applications

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Ruby on RailsRuby

Full-stack web application framework that ships with all tools needed to build great web apps

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SinatraRuby

DSL for quickly creating web applications in Ruby with minimal effort

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SlimPHP

PHP micro framework that helps you quickly write simple yet powerful web applications and APIs

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Spring BootJava

Framework for building production-ready Spring applications with minimal configuration

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StarlettePython

Lightweight ASGI framework/toolkit for building async web services in Python

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SvelteKitNode.js

The fastest way to build Svelte apps — full-stack with file-based routing and SSR

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SymfonyPHP

PHP framework for web and console applications, and a set of reusable components

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TornadoPython

Python web framework and asynchronous networking library for long polling and WebSockets

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tRPCNode.js

End-to-end typesafe APIs for TypeScript — no code generation, no runtime bloat

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Workflow

ActivitiJava

Light-weight workflow and Business Process Management platform for Java developers

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Apache AirflowPython

Platform to programmatically author, schedule, and monitor workflows

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Apache CamelJava

Open source integration framework based on Enterprise Integration Patterns with 300+ connectors

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Argo WorkflowsCloud Native

Container-native workflow engine for orchestrating parallel jobs on Kubernetes

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CamundaJava

Open source workflow and decision automation platform based on BPMN and DMN standards

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DagsterPython

Data orchestration platform for machine learning, analytics, and ETL

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n8nNode.js

Fair-code workflow automation tool with visual editor and 400+ integrations

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Node-REDNode.js

Low-code event-driven programming tool for wiring together hardware, APIs, and online services

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PrefectPython

Modern workflow orchestration for data and ML pipelines

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TemporalGo

Open source workflow orchestration platform for running mission-critical code at scale

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WindmillRust

Open source developer platform for scripts, flows, and apps — self-hostable alternative to Retool

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