How to Build Your Own Apache Airflow
Replace Apache Airflow with a custom build. A platform created by the community to programmatically author, schedule and monitor workflows
Build Difficulty: 5/5
Build a working replacement in a weekend with AI tools
Estimated Timeline
Based on 11 features at Weekend Project difficulty, expect about One weekend with AI-assisted development.
Recommended Tech Stack
Full-stack React framework with API routes and server components
PostgreSQL database, auth, and real-time subscriptions
Utility-first styling for rapid UI development
Key Features to Replicate
Top features across 8 categories. See all 11 features
Core Functionality(2 features)
Pipelines defined in Python allowing for dynamic pipeline generation and instantiation
Use standard Python features to create workflows including date time formats and loops for dynamic task generation
User Interface(2 features)
Secure, API-driven command-line interface for Apache Airflow
Robust and modern web application to monitor, schedule and manage workflows with full visibility into task status and logs
Architecture(1 features)
Modular architecture with message queue to orchestrate an arbitrary number of workers, ready to scale to infinity
Community(1 features)
Open source model allowing community members to contribute improvements via pull requests
Customization(1 features)
Easily define custom operators and extend libraries to fit the level of abstraction needed
Integrations(1 features)
Pre-built operators ready to execute tasks on various cloud platforms and third-party services
Monitoring(1 features)
Monitor completed and ongoing tasks with full insight into status and logs
Scheduling(1 features)
Schedule workflows using Python date time formats and scheduling capabilities
Cost Calculator
Pricing data not available for Apache Airflow. Check their website for current pricing.