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Debugging Apache Airflow failures is hard

7 posts from 6 people7d activeFading, +0 this week

Posts per day

Posts per day7 posts, Sep 4 to Nov 9

The posts behind it

GitHub issuesapache/airflow · ChickenBennyOct 24

Language SDK task gets no task log when its runtime cannot launch

### Under which category would you file this issue? Task SDK ### Apache Airflow version 3.4.0b2 ### What happened and how to reproduce it? `supervise_task` reports a launch failure to the API server and the task log only when the coordinator raises `TaskLaunchError`....

GitHub issuesapache/airflow · anukratbOct 21

Task keeps running after it is marked failed when the supervisor cannot write the task log (No space left on device)

...on would also avoid the orphan, but silently losing the task log seems worse than failing the task. ### Operating System Debian GNU/Linux 12 (bookworm), from the official apache/airflow:3.3.2 image ### Deployment Other Docker-based deployment ### Apache Airflow Provider(s) _No...

1 reactions5 replies
GitHub issuesapache/airflow · ChickenBennyOct 18

Language SDK task state writes skip the max_value_storage_bytes warning

### Description `[state_store] max_value_storage_bytes` caps the size of a task state value. The public REST API rejects an oversized value with a 422, and a Python task logs a warning and still writes the value (`task-sdk/src/airflow/sdk/execution_time/context.py`), so a...

1 replies
GitHub issuesapache/airflow · AndrushikaOct 14

Language SDK runtimes do not handle execution_timeout in the task process

### Under which category would you file this issue? Task SDK ### Apache Airflow version main ### What happened and how to reproduce it? A Python task has two layers for `execution_timeout`. The task runner raises `AirflowTaskTimeout` inside the task process when the time is up,...

5 replies
GitHub issuesapache/airflow · gang-zhOct 5

Grid view: allow more than 50 Dag runs in "Number of Dag Runs" (restore 100 / 365)

...lost on tab switch; independent of this request but the two together make the grid hard to use for Dags with many runs ### Are you willing to submit a PR? - [x] Yes I am willing to submit a PR! ### Code of Conduct - [x] I agree to follow this project's [Code of...

2 replies
GitHub issuesapache/airflow · fpipedSep 15

AwsTaskLogFetcher can exit without reading the log events written at the end of an ECS task or Batch job

### Under which category would you file this issue? Providers ### Apache Airflow version 3.1.8 (the code below is unchanged on `main`, commit `49674b776d`) ### What happened and how to reproduce it? `AwsTaskLogFetcher` (used by `EcsRunTaskOperator` and, through...

GitHub issuesapache/airflow · KafkaOttoSep 4

KubernetesPodOperator: init_container_logs is silently ignored when deferrable=True

### Under which category would you file this issue? Providers ### Apache Airflow version 3.3.1 ### What happened and how to reproduce it? `KubernetesPodOperator.init_container_logs` only has an effect when `deferrable=False`. In the sync execution path, `execute_sync` calls...

1 reactions1 replies

Companies and products named

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About this problem

Evidence

7 posts from 6 people in 1 place, about 1 a week over 51 days. Mostly on apache/airflow. Tools named alongside: GitHub, Docker, Kubernetes, PostgreSQL.

Frustration Frustration 0 of 3· Seen on GitHub issues

How it was grouped

Posts that state a pain and match the "orchestration-debugging" rule about Apache Airflow. First post Sep 4, 2026, latest Oct 24, 2026. Corroborated: 3 or more posts from 2 or more people or places. Method

The same problem elsewhere

Debugging orchestration and DAG failures is hard

5 posts from 5 people on GitHub issues.

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.

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 lock-in makes switching costly

2 posts from 2 people on GitHub issues. Unverified.

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

Momentum went from steady to fading.

Oct 31, 2026

Momentum went from fading to steady.

Oct 27, 2026

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Oct 25, 2026

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Oct 21, 2026

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Oct 19, 2026

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Oct 18, 2026

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Oct 12, 2026

Corroborated: 3 or more posts from 2 or more people or places.

Oct 10, 2026

Momentum went from fading to steady.

Oct 10, 2026

First seen with 2 posts.

Sep 25, 2026