packagecloud VS Meltano

• Unlimited Users
• Unlimited Repositories
• Universal asset management
• CI/CD Pipeline Orchestration

• Open Source
  Meltano is open-source, which means that it is free to use and can be customized according to specific business needs. The open-source nature fosters a community-driven approach to improvements and updates.
• Modular Architecture
  Meltano offers a modular architecture that allows users to mix and match different components like extractors, loaders, and transformers, providing flexibility and adaptability.
• Integration with Singer Taps
  It is compatible with Singer Taps and Targets, enabling Meltano to connect with a wide variety of data sources and destinations, making data integration seamless.
• Command Line Interface (CLI)
  Meltano provides a robust CLI that simplifies managing and orchestrating ETL workflows, which can be advantageous for developers who prefer working with command-line tools.
• Community and Support
  There is a vibrant community and an active support system, which can be helpful for troubleshooting and getting advice on best practices regarding Meltano usage.

Possible disadvantages

• Steep Learning Curve
  For users who are not familiar with command line tools or open-source data integration platforms, Meltano can have a steep learning curve, requiring time and effort to master.
• Limited Built-in Features
  While being modular offers flexibility, Meltano has fewer built-in features compared to some commercial ETL tools, which might require users to build custom solutions.
• Variable Support for Sources/Destinations
  The quality and reliability of connectors can vary since Meltano relies on community-contributed Singer Taps, which may not be as stable or well-documented as proprietary alternatives.
• Complex Configuration
  Initial setup and configuration can be complex, especially when connecting to multiple data sources or when customization is necessary, which may require significant technical expertise.
• Resource Dependency
  As an evolving open-source project, Meltano may require more resources in terms of time and effort to stay updated with the latest features and community contributions.

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  Looks like the repository on packagecloud.io don't have the latest version yet, it only lists 0.0.23? I got 0.0.24 from somewhere though. Source: almost 4 years ago

• I tried to switch to the testing branch of Debian and below is my /etc/apt/sources.list:

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