Open-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.

bigquery change-data-capture data data-analysis data-collection data-engineering data-integration data-pipeline elt etl java mssql mysql pipeline postgresql python redshift s3 self-hosted snowflake
8 Open Issues Need Help Last updated: Jul 21, 2026

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type/enhancement community connectors/source/freshdesk team/connectors-python autoteam team/use frozen good first issue

Open-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.

Python
#bigquery#change-data-capture#data#data-analysis#data-collection#data-engineering#data-integration#data-pipeline#elt#etl#java#mssql#mysql#pipeline#postgresql#python#redshift#s3#self-hosted#snowflake
team/extensibility team/triage area/airbyte-ci good first issue

Open-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.

Python
#bigquery#change-data-capture#data#data-analysis#data-collection#data-engineering#data-integration#data-pipeline#elt#etl#java#mssql#mysql#pipeline#postgresql#python#redshift#s3#self-hosted#snowflake
area/documentation help-welcome autoteam team/documentation good first issue

Open-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.

Python
#bigquery#change-data-capture#data#data-analysis#data-collection#data-engineering#data-integration#data-pipeline#elt#etl#java#mssql#mysql#pipeline#postgresql#python#redshift#s3#self-hosted#snowflake
team/destinations 1-stream~1-table destinations-v2-bugs frozen good first issue

Open-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.

Python
#bigquery#change-data-capture#data#data-analysis#data-collection#data-engineering#data-integration#data-pipeline#elt#etl#java#mssql#mysql#pipeline#postgresql#python#redshift#s3#self-hosted#snowflake
community autoteam team/use good first issue

Open-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.

Python
#bigquery#change-data-capture#data#data-analysis#data-collection#data-engineering#data-integration#data-pipeline#elt#etl#java#mssql#mysql#pipeline#postgresql#python#redshift#s3#self-hosted#snowflake
type/enhancement community connectors/source/klaviyo team/connectors-python autoteam team/use frozen good first issue

Open-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.

Python
#bigquery#change-data-capture#data#data-analysis#data-collection#data-engineering#data-integration#data-pipeline#elt#etl#java#mssql#mysql#pipeline#postgresql#python#redshift#s3#self-hosted#snowflake
type/bug area/connectors community connectors/source/zendesk-support team/connectors-python autoteam team/use Stale good first issue

Open-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.

Python
#bigquery#change-data-capture#data#data-analysis#data-collection#data-engineering#data-integration#data-pipeline#elt#etl#java#mssql#mysql#pipeline#postgresql#python#redshift#s3#self-hosted#snowflake
area/connectors community connectors/source/google-search-console team/connectors-python autoteam team/use good first issue

Open-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.

Python
#bigquery#change-data-capture#data#data-analysis#data-collection#data-engineering#data-integration#data-pipeline#elt#etl#java#mssql#mysql#pipeline#postgresql#python#redshift#s3#self-hosted#snowflake