Data and AI struggles

1,483 problems · 320 companies

Data engineering

SQL Server connectors and syncs are fragile

2 posts from 2 people2d activeSteady, +1 this weekunverified

Posts per day

Posts per day2 posts, Oct 14 to Nov 2

The posts behind it

GitHub issuesairbytehq/airbyte · jrbarkinOct 28

[source-mssql] CDC sync splits the newest committed transaction across two syncs

### Connector Name source-mssql ### Connector Version 5.1.2 (also seen on 4.4.12) ### What step the error happened? During the sync ### Relevant information #### Summary If the newest transaction at sync start contains more than one change, a CDC sync can deliver only the start...

GitHub issuesairbytehq/airbyte · rodireichOct 14

source-mssql CDC: re-snapshotting a stream excludes its table from Debezium's include list, so a recreated capture instance is never migrated and the added column is null in every later CDC record

## Summary In CDC mode, when a stream is re-snapshotted (its per-stream state is missing from the GLOBAL state) while the GLOBAL Debezium state is kept, the connector runs the CDC phase of that sync with the re-snapshotted table **removed from Debezium's `table.include.list`**....

Companies and products named

2 posts
2 posts
2 posts
1 post
1 post
About this problem

Evidence

2 posts from 2 people in 1 place, about 1 a week over 15 days. Mostly on airbytehq/airbyte. Tools named alongside: Airbyte, Docker, Snowflake, GitHub.

Frustration Frustration 0 of 3· Seen on GitHub issues

How it was grouped

Posts that state a pain and match the "ingestion" rule about SQL Server. First post Oct 14, 2026, latest Oct 28, 2026. Unverified: fewer than 3 posts, or one person or place only. Method

The same problem elsewhere

Ingestion connectors and CDC are fragile

8 posts from 8 people on GitHub issues, Reddit.

PostgreSQL connectors and syncs are fragile

4 posts from 4 people on GitHub issues, Hacker News.

MySQL connectors and syncs are fragile

4 posts from 4 people on GitHub issues.

Apache Iceberg connectors and syncs are fragile

3 posts from 3 people on GitHub issues.

Other SQL Server problems

SQL Server feels slow and laggy

3 posts from 3 people on Reddit, GitHub issues.

SQL Server users keep filing bugs

Top post: "Manage Azure SQL Server delete protection using Terraform", one of 3 posts from 3 people on GitHub issues, Stack Overflow.

RAG on SQL Server returns irrelevant or missing context

2 posts from 2 people on Reddit. Unverified.

SQL Server upgrades break working setups

2 posts from 2 people on GitHub issues. Unverified.

History

First seen with 2 posts.

Nov 2, 2026