Data and AI struggles

1,730 problems · 342 companies

Companies

dbt

by dbt Labs50 problems165 posts+1 this week

Problem posts per week

Problem posts per week517 posts, week of Aug 24 to week of Nov 2

dbt problems

Outages and change

Upgrades and new releases break working setups

76 posts from 62 people on GitHub issues, Reddit, App Store reviews.

+14 this weekSteady · 42d active
DevOps and infra

Permissions and IAM are confusing and error-prone

27 posts from 27 people on GitHub issues, Reddit, Hacker News.

+2 this weekRising · 24d active
Data engineering

Hard to trace lineage and find trusted tables

21 posts from 21 people on GitHub issues, Reddit, Hacker News.

+2 this weekSteady · 17d active
LLM apps

Models fail to return valid structured output

15 posts from 13 people on GitHub issues, Hacker News.

+2 this weekSteady · 11d active
Apache AirflowData engineering

Apache Airflow users keep filing bugs

Top post: "Status of testing Providers that were prepared on October 20, 2026", one of 41 posts from 31 people on GitHub issues, Reddit.

+2 this weekFading · 22d active
AWS GlueData engineering

AWS Glue users keep filing bugs

Top post: "Which AWS Glue Schema Registry JAR dependencies are required for Confluent S3 Sink Connector on AWS MSK?", one of 4 posts from 4 people on GitHub issues, Stack Overflow.

+1 this weekSteady · 4d active
dbtOutages and change

dbt outages and slowdowns disrupt work

4 posts from 4 people on Glyph Ibis.

+1 this weekSteady · 4d active
DatabricksData engineering

Trouble with Databricks genie

Top post: "Databricks: support Genie consultations and resumable standalone tasks", one of 3 posts from 3 people on Reddit, GitHub issues.

+1 this weekSteady · 3d active
dbtData engineering

dbt users keep filing bugs

Top post: "dbt deps randomly fails with 500 Internal Server Error from codeload.github.com", one of 34 posts from 20 people on GitHub issues, Reddit, Community forums.

+0 this weekFading · 18d active
SnowflakeData engineering

Snowflake users keep asking for help

Top post: "Frequency/histogram of an array", one of 31 posts from 27 people on Reddit, GitHub issues, Stack Overflow.

+0 this weekFading · 25d active
DuckDBDatabases

DuckDB users keep filing bugs

Top post: "latest alpha DuckDB 2.0 with Quack server on Windows/Linux got `Authentication failed` since several days ago", one of 23 posts from 15 people on GitHub issues.

+0 this weekFading · 15d active
ClickHouseDatabases

ClickHouse users keep filing bugs

Top post: "Tighten seccomp policy for optional kernel interfaces", one of 19 posts from 8 people on GitHub issues.

+0 this weekFading · 14d active
Outages and change

Deprecations force unplanned migrations

18 posts from 18 people on GitHub issues, Reddit, Hacker News.

+0 this weekFading · 15d active
BigQueryData engineering

BigQuery users keep asking for help

Top post: "buildable indirect selection drops every test that reads a seed outside the selection", one of 14 posts from 14 people on GitHub issues, Stack Overflow, Reddit.

+0 this weekFading · 12d active
Dev tooling

Documentation is outdated, thin or confusing

14 posts from 14 people on GitHub issues, Reddit, Hacker News.

+0 this weekFading · 12d active
Microsoft FabricData engineering

Microsoft Fabric users keep asking for help

Top post: "SQL: support time-zone-aware timestamps (CAST AS TIMESTAMPTZ / TIMESTAMP WITH TIME ZONE, AT TIME ZONE)", one of 10 posts from 9 people on Reddit, GitHub issues.

+0 this weekFading · 8d active
Dev tooling

Tools are clunky and unintuitive to use

9 posts from 9 people on GitHub issues, Reddit, Hacker News.

+0 this weekFading · 8d active
Data engineering

Data modeling choices are unclear and hard to change

9 posts from 9 people on Reddit, Hacker News, GitHub issues.

+0 this weekFading · 8d active
DatabricksData engineering

Trouble with Databricks table

Top post: "Unity Catalog client re-encodes or decodes a table location that contains a percent sequence", one of 8 posts from 8 people on GitHub issues, Reddit.

+0 this weekFading · 7d active
Data engineering

Ingestion connectors and CDC are fragile

8 posts from 8 people on GitHub issues, Reddit.

+0 this weekFading · 7d active
DatabricksData engineering

Modeling data in Databricks is unclear and hard to change

7 posts from 7 people on Reddit.

+0 this weekFading · 6d active
Apache IcebergData engineering

Trouble with Apache Iceberg spark

Top post: "Spark: WAP snapshot isolation broken for format-version 3 tables when deletion vectors are used (spark.wap.id)", one of 7 posts from 7 people on GitHub issues.

+0 this weekFading · 7d active
dbtData engineering

Hard to trace lineage and find trusted data in dbt

6 posts from 6 people on GitHub issues, Reddit.

+0 this weekFading · 5d active
Data engineering

Debugging orchestration and DAG failures is hard

5 posts from 5 people on GitHub issues.

+0 this weekFading · 5d active
DatabricksData engineering

Databricks jobs fail silently or break often

5 posts from 5 people on GitHub issues, Reddit.

+0 this weekFading · 5d active
dbtData engineering

Modeling data in dbt is unclear and hard to change

4 posts from 4 people on Reddit.

+0 this weekFading · 4d active
dbtData engineering

Trouble with dbt fusion

Top post: "With dbt Fusion and no dbt-core, every definitions load runs `dbt list` and leaves a target directory behind", one of 4 posts from 4 people on GitHub issues.

+0 this weekFading · 4d active
dbtDev tooling

dbt error messages are cryptic

4 posts from 4 people on GitHub issues.

+0 this weekFading · 3d active
DatabricksData engineering

Trouble with Databricks catalog

Top post: "Spark support for Unity Catalog Iceberg", one of 4 posts from 4 people on Reddit, GitHub issues.

+0 this weekFading · 4d active
DuckDBDevOps and infra

DuckDB permissions are confusing and error-prone

3 posts from 3 people on GitHub issues.

+0 this weekFading · 3d active
All 50 problems naming dbt
About

Problems here are about dbt or name it. It is tracked from the product list on the Method page. Website: getdbt.com.