Data and AI struggles

1,730 problems · 342 companies

Companies

Apache Airflow

Open source project48 problems204 posts+8 this week

Problem posts per week

Problem posts per week515 posts, week of Aug 24 to week of Nov 9

Apache Airflow 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
Claude CodeCloud and tool cost

Claude Code lock-in makes switching costly

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

+4 this weekRising · 11d active
ClaudeLLM apps

Claude agents loop, stall or fail midway

6 posts from 5 people on GitHub issues, Mastodon, Hacker News.

+2 this weekSteady · 6d 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
Claude CodeAI coding

Claude Code users keep filing bugs

Top post: "Bug Report: Privacy violation in User-Agent header", one of 42 posts from 39 people on GitHub issues, Reddit.

+6 this weekSteady · 26d 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
Apache AirflowDevOps and infra

Apache Airflow is too complex to run well

34 posts from 32 people on GitHub issues.

+1 this weekSteady · 22d active
Data engineering

Bad data slips into production unnoticed

21 posts from 21 people on GitHub issues, Reddit, Stack Overflow.

+1 this weekSteady · 20d active
Cloud and tool cost

Tool prices rise faster than the value they give

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

+1 this weekSteady · 12d active
DevOps and infra

Kubernetes is too complex for most teams

13 posts from 13 people on GitHub issues, Reddit.

+1 this weekSteady · 11d active
Apache AirflowOutages and change

Apache Airflow upgrades break working setups

11 posts from 10 people on GitHub issues.

+1 this weekSteady · 10d active
DevOps and infra

Containers are slow to build, bloated or crash-looping

10 posts from 10 people on GitHub issues, Stack Overflow, Reddit.

+1 this weekSteady · 8d 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
DatabricksData engineering

Hard to trace lineage and find trusted data in Databricks

3 posts from 3 people on Reddit, GitHub issues.

+1 this weekSteady · 3d active
Claude CodeAI coding

Trouble with Claude Code drops

One post on GitHub issues: "LLMFileAnalysisOperator drops CSV quoting, so values with commas look like extra columns". Unverified.

+1 this weekNew · 1d 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
Apache AirflowData engineering

Apache Airflow jobs fail silently or break often

13 posts from 12 people on GitHub issues, Stack Overflow.

+0 this weekFading · 11d active
Microsoft AzureOutages and change

Microsoft Azure upgrades break working setups

8 posts from 4 people on GitHub issues, Reddit.

+0 this weekFading · 6d active
KubernetesDevOps and infra

Kubernetes is too complex to run well

8 posts from 8 people on GitHub issues, Stack Overflow.

+0 this weekFading · 7d active
Apache AirflowData engineering

Debugging Apache Airflow failures is hard

7 posts from 6 people on GitHub issues.

+0 this weekFading · 7d active
PostgreSQLDatabases

Trouble with PostgreSQL database

Top post: "Canonicalising unit names from a flat file in a normalised database structure", one of 6 posts from 6 people on GitHub issues, Stack Overflow.

+0 this weekFading · 6d active
Claude CodeDevOps and infra

Claude Code is too complex to run well

5 posts from 4 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
Apache AirflowData engineering

Apache Airflow backfills are slow and risky

4 posts from 4 people on GitHub issues.

+0 this weekFading · 4d active
Apache AirflowDev tooling

Apache Airflow login, SSO or OAuth breaks

4 posts from 3 people on GitHub issues.

+0 this weekFading · 4d active
PostgreSQLDatabases

Trouble with PostgreSQL server

Top post: "SQL Server to PostgreSQL sync missing some records", one of 3 posts from 3 people on Reddit, GitHub issues, Stack Overflow.

+0 this weekFading · 3d active
SnowflakeDevOps and infra

Snowflake permissions are confusing and error-prone

3 posts from 3 people on Reddit, GitHub issues.

+0 this weekFading · 3d active
Apache AirflowData engineering

Trouble with Apache Airflow retry

Top post: "Task state store writes from `on_retry_callback` fail with 404", one of 3 posts from 3 people on GitHub issues.

+0 this weekFading · 3d active
SnowflakeData engineering

Trouble with Snowflake query

Top post: "SELECT SQL query returning no columns", one of 3 posts from 3 people on GitHub issues, Stack Overflow.

+0 this weekFading · 3d active
Apache AirflowData engineering

Trouble with Apache Airflow backend

Top post: "Support [workers] state_store_backend in language SDK tasks", one of 3 posts from 3 people on GitHub issues.

+0 this weekFading · 3d active
All 48 problems naming Apache Airflow
About

Problems here are about Apache Airflow or name it. It is tracked from the product list on the Method page. Website: airflow.apache.org.