Data and AI struggles

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Cloud and tool cost

Apache Airflow lock-in makes switching costly

2 posts from 2 people2d activeFading, +0 this weekunverified

Posts per day

Posts per day2 posts, Aug 27 to Nov 9

The posts behind it

GitHub issuesapache/airflow · yquaziiiSep 1

Enhance max_active_runs log to include blocking Run IDs and Task IDs

...scheduler logs, platform administrators and data engineers can instantly identify the bottleneck without leaving their logging environment. This drastically reduces Time To Resolution for stuck DAGs. ### Related issues _No response_ ### Are you willing to submit a PR? - [x] Yes...

GitHub issuesapache/airflow · jason810496Aug 27

Async state store accessors block the event loop on sync ref (de)serialization

- related: #68232 (async task store accessors) - related: #68214 - related: https://github.com/apache/airflow/pull/72127 ## Summary `BaseStoreBackend` exposes async `aget`/`aset`/`adelete`/`aclear`, but its ref (de)serialization hooks are sync-only: -...

Companies and products named

2 posts
About this problem

Evidence

2 posts from 2 people in 1 place, about 2 a week over 6 days. Mostly on apache/airflow. Tools named alongside: GitHub.

Frustration Frustration 0 of 3· Seen on GitHub issues

How it was grouped

Posts that state a pain and match the "vendor-lock" rule about Apache Airflow. First post Aug 27, 2026, latest Sep 1, 2026. Unverified: fewer than 3 posts, or one person or place only. Method

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Other Apache Airflow problems

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.

Apache Airflow is too complex to run well

34 posts from 32 people on GitHub issues.

Apache Airflow jobs fail silently or break often

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

Apache Airflow upgrades break working setups

11 posts from 10 people on GitHub issues.

Debugging Apache Airflow failures is hard

7 posts from 6 people on GitHub issues.

Apache Airflow login, SSO or OAuth breaks

4 posts from 3 people on GitHub issues.

Apache Airflow backfills are slow and risky

4 posts from 4 people on GitHub issues.

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.

Trouble with Apache Airflow dags

Top post: "DagModel.owners falls back to 'airflow' for Dags with only mapped tasks (LazyDeserializedDAG.owner ignores", one of 3 posts from 3 people on GitHub issues.

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.

Apache Airflow runs out of memory

2 posts from 2 people on GitHub issues. Unverified.

Apache Airflow permissions are confusing and error-prone

2 posts from 2 people on GitHub issues. Unverified.

History

First seen with 2 posts.

Sep 25, 2026