Lists & ResourcesNo-Code Integration & Automation ToolsOpinionated Data Integration & ETL ToolsOpinionated ETL WorkflowsConnecting Two Databases for Complex TransformationsCloud-HostedSelf-Hosted
Lists & Resources
No-Code Integration & Automation Tools
Opinionated Data Integration & ETL Tools
- WayScript - way to avoid setting up a server yourself. Run code and interact with APIs.
- Airbyte | Open-Source Data Integration Platform | ELT tool - Free by self-hosting with Docker. Cheap cloud options.
- Jitsu : Open Source Data Integration Platform - Open-source alternative to Segment. Free by self-hosting with Docker.
Opinionated ETL Workflows
Connecting Two Databases for Complex Transformations
Most ETL/ELT tools (especially free ones) are limited in the kinds of transformations that they can do.
Cloud-Hosted
- Data Sources → ( Cloud Server [ Digital Ocean, AWS, Azure ] → ( Airbyte ) ) → Data Targets
- Data Sources → ( n8n.io , Pipedream, Make) → Data Targets
Self-Hosted
- Data Sources → Airbyte ( docker container ) OR Jitsu (docker container) → Data Targets
- Data Sources → ( n8n.io , Pipedream) → Data Targets