Issues

• [3.4.0rc2] Improve DAG list filtering UX and preserve filter state across navigation

  kind:featureneeds-triage
  apache/airflow#76235 · Filter by author pedro-cf opened on Nov 1, 2026

• Add allowed_tables to LLMSQLQueryOperator to restrict the tables generated SQL may reference

  apache/airflow#76229 · Filter by author pavansai1997 opened on Nov 1, 2026

• Improve triggerer performance (AI-assisted deep dive)

  area:Triggerer
  apache/airflow#76209 · Filter by author hussein-awala opened on Nov 1, 2026
  

• LLMBatchOperator reuses or overwrites batches across task loop iterations

  kind:bugneeds-triage
  apache/airflow#76198 · Filter by author ccoliu opened on Nov 1, 2026
  1

• fail_fast Dag with a task removed mid-run puts the scheduler into a crash loop

  kind:bugneeds-triage
  apache/airflow#76190 · Filter by author ChickenBenny opened on Nov 1, 2026

• Status of testing Providers that were prepared on October 31, 2026

  kind:metatesting status
  apache/airflow#76178 · Filter by author hussein-awala opened on Oct 31, 2026

• Label on an edge from a task inside a TaskGroup makes the downstream task wait for the whole group

  kind:bugneeds-triage
  apache/airflow#76170 · Filter by author luc-pimentel opened on Oct 31, 2026
  3

• Feature: Bind Dag tags into task log context natively, so every task log line carries them

  needs-triage
  apache/airflow#76104 · Filter by author hanxdatadog opened on Oct 30, 2026
  1

• Executor callbacks get global env var secrets instead of their team's in multi-team mode

  needs-triage
  apache/airflow#76102 · Filter by author seanghaeli opened on Oct 30, 2026

• Feature: Run a Dag at any bundle version, including one with no Dag version yet (and use one "latest version" rule everywhere)

  needs-triage
  apache/airflow#76041 · Filter by author hanxdatadog opened on Oct 30, 2026

• HA schedulers can start backfill DagRuns out of order with max_active_runs=1

  kind:bugneeds-triage
  apache/airflow#76040 · Filter by author HydroYann opened on Oct 30, 2026
  2

• Editing a Variable in the UI overwrites masked JSON fields with ***

  kind:bug
  apache/airflow#76011 · Filter by author hkc-8010 opened on Oct 30, 2026

• Feature Request: Support for Fragment URIs in Assets

  area:task-sdkkind:feature
  apache/airflow#75977 · Filter by author white-gecko opened on Oct 29, 2026
  1

• db clean --skip-archive still copies deletion candidates into temporary archive tables prior to deletion.

  kind:bugneeds-triage
  apache/airflow#75966 · Filter by author zach-overflow opened on Oct 29, 2026
  1

• Status of testing Providers that were prepared on October 29, 2026

  kind:metatesting status
  apache/airflow#75955 · Filter by author hussein-awala opened on Oct 29, 2026
  2

• KubernetesPodOperator pod labels can't distinguish task loop iterations on Airflow 3.4

  kind:bugprovider:cncf-kubernetes
  apache/airflow#75904 · Filter by author dstandish opened on Oct 28, 2026

• Status of testing of Apache Airflow 3.4.0rc2

  kind:metatesting status
  apache/airflow#75865 · Filter by author vatsrahul1001 opened on Oct 28, 2026
  33

• Human-in-the-loop: require approvals from N distinct assigned users (N-of-M)

  apache/airflow#75863 · Filter by author Ferdinanddb opened on Oct 28, 2026
  2

• update virtualenv to 21.14.12 or later to resolve emSign security issue

  kind:bugneeds-triage
  apache/airflow#75858 · Filter by author adk-swisstopo opened on Oct 28, 2026
  3

• Callback-only run resets a file's parse stats on bundles without versioning

  kind:bugneeds-triage
  apache/airflow#75839 · Filter by author vuonghoangbntt opened on Oct 28, 2026

• Concurrent POST /api/v2/backfills can create several active backfills for one Dag

  kind:bugneeds-triage
  apache/airflow#75830 · Filter by author Phinhas214 opened on Oct 27, 2026

• SnowflakeSqlApiOperator: support Workload Identity Federation (WIF) authentication

  apache/airflow#75808 · Filter by author omar-massfih opened on Oct 27, 2026

• Let retry policies end a task as skipped

  apache/airflow#75796 · Filter by author sdaberdaku opened on Oct 27, 2026

• Breeze: add --json output to check-translation-completeness

  kind:featureneeds-triage
  apache/airflow#75772 · Filter by author aaiss0927 opened on Oct 27, 2026
  7

• @task.pyspark does not template config_kwargs and conn_id

  needs-triage
  apache/airflow#75762 · Filter by author sdaberdaku opened on Oct 27, 2026