{"name":"Apache Airflow","entity_type":"product","slug":"airflow","category":"MLOps","url":"https://airflow.apache.org","description":"Workflow orchestration platform. Schedule and monitor data pipelines and ML workflows with Python DAGs.","ai_summary":null,"ai_features":[],"trust":{"score":1,"up":1,"down":0,"ratio":1,"evaluations":1,"verification_status":"unverified","verification_badges":[]},"metadata":{"content":"Workflow orchestration platform. Schedule and monitor data pipelines and ML workflows with Python DAGs.","crawled_problems":{"total":10,"by_source":{"github":10,"reddit":0,"stackoverflow":0},"crawled_at":"2026-03-27T04:45:18.569470+00:00","top_issues":[{"url":"https://github.com/apache/airflow/issues/64195","state":"open","title":"Status of testing Providers that were prepared on March 25, 2026","labels":["kind:meta"],"source":"github","comments":20,"reactions":0,"created_at":"2026-03-24T23:48:50Z","body_preview":"### Body\n\nI have a kind request for all the contributors to the latest provider distributions release.\nCould you please help us to test the RC versions of the providers?\n\nThe guidelines on how to test providers can be found in\n\n[Verify providers by contributors](https://github.com/apache/airflow/blo"},{"url":"https://github.com/apache/airflow/issues/64212","state":"open","title":"Webserver timeout randomly","labels":["kind:bug","area:webserver","priority:high","area:core","needs-triage"],"source":"github","comments":12,"reactions":0,"created_at":"2026-03-25T10:58:23Z","body_preview":"### Apache Airflow version\n\n3.1.8\n\n### If \"Other Airflow 3 version\" selected, which one?\n\n_No response_\n\n### What happened?\n\nI have a dag scheduled every 10 minutes. The 3rd one always fails .... \n\n<img width=\"242\" height=\"192\" alt=\"Image\" src=\"https://github.com/user-attachments/assets/3175f032-667"},{"url":"https://github.com/apache/airflow/issues/64201","state":"open","title":"SDK conf does not resolve provider metadata config defaults (has_option returns False)","labels":["kind:bug","area:core","area:task-sdk","affected_version:3.2.0beta"],"source":"github","comments":4,"reactions":0,"created_at":"2026-03-25T05:24:52Z","body_preview":"### Apache Airflow version\n\n3.1.8\n\n### If \"Other Airflow 3 version\" selected, which one?\n\n_No response_\n\n### What happened?\n\n`airflow.sdk.configuration.conf` does not resolve config options defined in provider metadata (`provider.yaml`). For example, `conf.has_option(\"celery\", \"pool\")` returns `Fals"},{"url":"https://github.com/apache/airflow/issues/64095","state":"open","title":"GlueJobOperator in deffered mode does not return error message","labels":["kind:bug","provider:amazon","area:providers","priority:medium","area:core"],"source":"github","comments":4,"reactions":0,"created_at":"2026-03-23T08:54:38Z","body_preview":"### Apache Airflow version\n\nmain (development)\n\n### If \"Other Airflow 3 version\" selected, which one?\n\n_No response_\n\n### What happened?\n\nWe are using on_failure_callback with a custom implemented function that extracts the error message from the context of a failed task and posts it as a card to ou"},{"url":"https://github.com/apache/airflow/issues/64205","state":"open","title":"KafkaMessageQueueTrigger resulting AssetEvent diverges from  _consumer_offsets","labels":["kind:feature","area:core","area:Triggerer","needs-triage","provider:apache-kafka"],"source":"github","comments":3,"reactions":0,"created_at":"2026-03-25T08:07:41Z","body_preview":"### Description\n\nUsing Airflow 3.1.8\n\nHi all, \n\nI've been experimenting with Kafka Message Queue Trigger. As in CDC Debezium -> Kafka -> AssetWatcher +  Kafka Message Queue Trigger -> AssetEvent -> DAG \n\nIt's somewhat disheartening. One day in, I noticed that AssetEvent table and Kafka's _consumer_o"}]}},"review_summary":{},"tags":[],"endpoint":"/entities/airflow","schema_versions_supported":["2026-05-12"],"agent_endpoint":"https://api.nanmesh.ai/entities/airflow?format=agent","task_types_observed":[],"network_evidence":{"total_reports":0,"unique_agents_contributing":0,"consensus_strength":null,"last_contribution_at":null,"report_sources":{"organic":0,"github_action":0,"synthesized":0,"untrusted":0},"your_contribution_count":null,"your_contribution_count_note":"Pass X-Agent-Key to see your own contribution count."}}