Hello All, while try to ingest data from Shopify to Snowflake, few objects like Products, Product_Images, etc are silently failing, what i mean is Airbyte is creating the bulk jobs to read data but at the time of ingesting in Snowflake's internal Objects it is not writing a single records, I am seeing this issue since couple of days.

Hello, I’m looking into connecting Airbyte to Salesforce, but I found a potential issue related to RTR (Enable Refresh Token Rotation) and I’m not sure whether this could block the integration or if Airbyte already supports handling it properly. I also found this related GitHub issue, which seems relevant: github.com/airbytehq/airbyte/issues/80783 Could you help confirm whether RTR would be a problem for the Salesforce connection, and whether there’s any recommended setup or workaround for this?

i requested a source connector for LensAdvisor, how long is the process for requesting connectors and do they usually get accepted?

This message was deleted.

I am using Tiktok Marketing Source and handled the initial full data yesterday and pulled data till July 7. But when i try to run the connections for delta as incremental, no data is being fetched.

@kapa.ai Does CDC based workflow consume more memory and cpu as compared to batch in Airbyte ?

1. I tried to use I*ncremental Dedup | Append* mode at the beginning for stores table to replicate from Postgres to Snowflake but syncs failed with an error related to NULL values in the

_id

column. The source table contains rows where

_id

is NULL, and Airbyte's dedup/normalization step could not process these — causing the sync to abort. I checked Postgres stores table and there was no _id column with null values. Airbyte source (postgres) setting was using update method as 'scan changes with user defined cursor'. 2. Switched to Incremental | Append — now seeing duplicate rows: As a workaround we switched to Incremental|Append mode. Syncs now complete successfully, BUT we are seeing duplicate rows in Snowflake destination. What's unusual: all duplicate rows for a given store have the exact same

dateupdated

value. The only difference between duplicate rows is

_AIRBYTE_EXTRACTED_AT

— spaced ~15 minutes apart (our sync frequency). Example — 7 rows for same store in Snowflake, all identical data:

Idateupdated = 2026-07-14 12:33:17   _airbyte_extracted_at = 12:46  ← first sync
dateupdated = 2026-07-14 12:33:17   _airbyte_extracted_at = 13:03  ← duplicate
dateupdated = 2026-07-14 12:33:17   _airbyte_extracted_at = 13:17  ← duplicate
dateupdated = 2026-07-14 12:33:17   _airbyte_extracted_at = 13:33  ← duplicate
... and so on

This only affects a small number of stores (~16 out of 243K) at any given time. The affected stores change over time. Question for community: What is causing Incremental|Append + UDC to replicate the same rows repeatedly with identical

dateupdated

? Is this a known behavior and is there a recommended fix short of switching to CDC?

Can I get approval for this? github.com/airbytehq/airbyte/pull/82260

@kapa.ai Can Pendo be connected as the Source and Google Bigquery as the Destination through an Airbyte Connector?

@kapa.ai How can I control Airbyte to treat

\u0000

as string in JSONB field rather than try to convert it to null bytes.. this is causing issue and failing pipeline...

@kapa.ai How exactly CDC works in Airbyte ? Where positions of each streams are stored ? I don't see constant running pods that ideally should be there to capture real time events from logs replications.. OpLog/WALLog etc... Could you help me understand it ? I am running Airbyte instance on EKS

@kapa.ai What should I do if a connector uses a deprecated API version. SHould I overwrite it or create a new one? This is happening with Greenhouse connector. See issue and PR.

What can I do to solve this issue: I've got two separate branches in Nessie, when writing data to S3 Data Lake. Each destination is setup to use it's own branch and namespace, however when the connections run - all catalogs are created in one branch -

main

. Is there a way to solve this so each destination writes to it's own branch?

Im migrating from mssql to postgres , mssql connector v5 and postgres v2 , but after loading the data in to airbyte internal raw table its taking too much time to load into final table what is the issue?

Im using mssql connector v5 and postgres connector v3 and airbyte version 2.0.0-alpha and airbyter helm chat version 1.9 .. while syncing from mssql to postgressql I am getting error of check the destination connection , but when I retest the destination connection its get connected without any error .. what could be the problem?

Hi, I'm exploring Airbyte Agent SDK and building an AI agent that generates connectors from API docs. Is there an AI Agent / Connector development channel?

Hi Airbyte team and community 👋 I'm exploring Airbyte Agent SDK and I'm very interested in the AI capability around automatically building connectors. I have a few questions: 1. Is the AI-powered connector generation workflow open-source? 2. Where can I find the related repositories or implementation code? (Agent workflow, skills, tools, connector generation logic, etc.) 3. Are there any ongoing projects or discussions where community members can contribute? I'm interested in researching and contributing improvements, especially around: - using AI agents to understand API documentation - automatically generating connector configurations/schema - improving connector development efficiency I'd love to participate in the co-development and share ideas if there is a suitable place. Thanks!

Hello! I am attempting to upgrade my Salesforce Connector to v2.8.0. It is available in an Airbyte instance that my team runs on v2.0.1. However, it is not available in an Airbyte instance that my team runs on v.2.1.0. Is the updated Salesforce Connector not available in the newer Airbyte version?

Hello, which LLM are you using on the backend?

is there a way to specify the sync mode globally for all tables in the UI?

Hi everyone, I’m seeing an inconsistency between the PostgreSQL and MSSQL source connectors when syncing empty tables with Full Refresh | Overwrite. Environment: • Airbyte:

0.58.0

(OSS/Docker) • MSSQL:

source-mssql:4.0.15

• PostgreSQL:

source-postgres:3.8.1

• Destination:

destination-clickhouse:1.0.0

With PostgreSQL, an empty table is still included in

streamStats

with

recordsEmitted: 0

,

bytesEmitted: 0

, etc. With MSSQL, the sync succeeds, but an empty table is completely absent from

streamStats

. Only non-empty tables are reported. For example, with 3 tables (50k, 50k, and 0 rows): • PostgreSQL → all 3 streams appear in

streamStats

• MSSQL → only the 2 non-empty streams appear Is there a recommended way to identify that an empty MSSQL table was successfully processed?

Are there any plans to give

write

access to Github PR Comments?

when I setup a new connection in airbyte, I specify all the streams I want, everything is set, but I get this message and I'm not allowed to continue. Unable to save the connection. Review the errors above to finish setup. There are no errors highlighted in the UI whatsoever.

Failure in source: Please reduce the number of fields requested. Go to the schema tab, select your source, and unselect the fields you do not need.

@kapa.ai How to install Airbyte locally ? Seems like docker compose support is deprecated.. I am using Rancher locally for testing applications on kubernetes... could you help me with steps...

@kapa.ai i have an issue with google search console source connector. My sync is a long running sync, spanning multiple hours. My token needs to be refreshed, but after the first of 20-40 concurrent workers tries to use the stale token, it get HTTP 401 error and crashes. It should be retryable.

Warning from source: invalid binary value {"x":31.6238861,"y":30.4578677,"wkb":"AQEAAADS7dv/tp8/QA5lTdE2dT5A","srid":null} See less invalid binary value {"x":31.6238861,"y":30.4578677,"wkb":"AQEAAADS7dv/tp8/QA5lTdE2dT5A","srid":null} java.lang.IllegalArgumentException: invalid binary value {"x":31.6238861,"y":30.4578677,"wkb":"AQEAAADS7dv/tp8/QA5lTdE2dT5A","srid":null} I get this error anyone can help me I enabled cdc on mysql when ingesting data this error occur

Hi , Is there a way to have RBAC on open source airbyte ? We need certain users with admin privileges and some with read only access.

Hi, using Airbyte 2.2.0 (Helm Chart) Community/Core Edition. Is it possible to create multiple Applications per account?

archived the channel