Apache Airflow lock-in makes switching costly

Cloud and tool cost2 posts from 2 people2d active+00 posts in the last 7 days, 0 the 7 days before (fading)Unverified

Posts per day2 posts, Aug 27 to Sep 25

The posts behind it

2, newest first

Post	Where	Date
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...apache/airflowyquaziii	apache/airflowyquaziii	Sep 13 weeks ago
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: -...apache/airflowjason810496	apache/airflowjason810496	Aug 274 weeks ago

Companies and products named

Company or product	Posts naming it
Apache Airflow	2
GitHub	2

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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