Airbyte

Airbyte is an open-source data integration platform that supports hundreds of connectors. Users can replicate data from SaaS apps, databases, or APIs into warehouses like Snowflake or BigQuery. A web UI configures frequency, schema mappings, and transformations. Airbyte’s modular approach encourages community-built connectors, extending coverage for niche data sources. Companies can self-host Airbyte or use a managed cloud option. Real-time monitoring logs pipeline success/failure. By removing vendor lock-in and encouraging community contributions, Airbyte suits dev teams wanting flexible, cost-effective data pipelines.