airflow
Python Easyapache/airflow
44,884 stars
16,797 forks
80 open issues
Active Apr 2026
Beginner-Friendly Issues 80
Issues tagged for new contributors
kind:bug area:Scheduler priority:high area:core
Feature Request: MCP Developer Tools Integration for DAG Development
#64707 · Apr 4, 2026
area:dev-tools kind:feature
kind:bug priority:high area:metrics area:core
Duplicate Date headers in responses
#64678 · Apr 3, 2026
kind:bug area:webserver good first issue
kind:bug area:core needs-triage
kind:bug provider:amazon area:providers
Notifiers when runing airflow dags locally though tests
#64649 · Apr 2, 2026
kind:bug area:core
kind:bug area:API area:core
Large XCom Payload Causes Task Heartbeat Timeout
#64628 · Apr 2, 2026
kind:bug area:Scheduler priority:high area:core needs-triage
kind:bug area:core area:UI needs-triage
kind:bug priority:critical area:core
Asset consumer DAG "0 of N assets updated" counter does not update on first-ever run
#64616 · Apr 2, 2026
kind:bug area:core needs-triage
Callable deserialization causing error with DatabricksExecutionTrigger
#64609 · Apr 1, 2026
kind:bug area:serialization priority:high provider:databricks
Gantt view gives "Error invalid date" on DagRun in running state
#64599 · Apr 1, 2026
kind:bug priority:high area:core area:UI
Column sorting on the Browse/XComs page
#64594 · Apr 1, 2026
kind:feature area:UI
Zendesk provider doesn't support tokens even though user+password is deprecated
#64589 · Apr 1, 2026
kind:bug area:providers provider:zendesk
Airflow 3 update_xcom_entry is adding unnecessary quotes to the string value
#64573 · Apr 1, 2026
kind:bug area:core
Filter Dag Run options when selecting Dag Version
#64555 · Mar 31, 2026
kind:feature area:UI needs-triage
Broken documentation links in UI for unreleased/dev versions
#64541 · Mar 31, 2026
kind:bug area:core area:UI
Make backfill creation robust against scheduler race condition
#64534 · Mar 31, 2026
area:Scheduler area:core area:backfill
kind:bug area:webserver area:auth area:core needs-triage
Incorrect downstream clearing of a mapped task group task instance
#64526 · Mar 31, 2026
kind:bug area:core area:dynamic-task-mapping affected_version:3.2
Dynamically change task retries
#64483 · Mar 30, 2026
kind:feature area:core needs-triage
Running Python DAG crashes Scheduler pod
#64476 · Mar 30, 2026
kind:bug area:Scheduler area:providers priority:high area:core
Authlib package is not added as dependency to fab provider
#64456 · Mar 30, 2026
kind:bug area:providers area:dependencies needs-triage provider:fab
HITLOperator doesn't always display options
#64413 · Mar 29, 2026
kind:bug good first issue area:core affected_version:3.1
Clarify Elasticsearch log field expectations in Airflow 3
#64352 · Mar 28, 2026
kind:bug area:providers area:logging kind:documentation needs-triage
Resolve contradiction in task-sdk publishing instructions
#64350 · Mar 28, 2026
kind:bug kind:documentation needs-triage
Ensure consistent naming for airflow-site-archive repository in documentation
#64348 · Mar 28, 2026
kind:bug kind:documentation needs-triage
Fix inconsistent staging documentation URLs
#64346 · Mar 28, 2026
kind:bug kind:documentation needs-triage
area:plugins kind:feature area:UI
UI - Disable auto refresh queries if server respond 403 forbidden
#64319 · Mar 27, 2026
kind:bug area:webserver area:UI
`xcom_pull()` ignores `default` parameter when `map_indexes` is not set
#64295 · Mar 27, 2026
kind:bug priority:medium area:core affected_version:3.2
Code section in DAG hides last 6 rows of Code in Firefox
#64286 · Mar 27, 2026
kind:bug priority:medium area:core area:UI
aiobotocore no longer have boto3 extra
#64283 · Mar 27, 2026
kind:bug provider:amazon area:providers good first issue area:dependencies
Google Cloud Connection support for non-environmental proxy
#64278 · Mar 27, 2026
provider:google area:providers kind:feature needs-triage
kind:bug area:logging priority:medium area:core
ssh provider incompatible with py3.14 due to outdated sshtunnel dependency
#64258 · Mar 26, 2026
kind:bug area:providers area:dependencies needs-triage provider:ssh
UI issue: Scheduled daguns not visible in grid view without page refresh
#64255 · Mar 26, 2026
kind:bug priority:medium area:UI affected_version:3.2.0beta
Use presigned URL for delivering logs from worker to central S3 bucket
#64254 · Mar 26, 2026
area:logging kind:feature area:API area:core needs-triage
Rework style for the `monaco-editor`
#64253 · Mar 26, 2026
kind:feature good first issue area:UI
Get dagStats endpoint is giving internal server error
#64247 · Mar 26, 2026
kind:bug area:API priority:critical area:core affected_version:3.2.0beta
kind:bug provider:amazon area:providers
Webserver timeout randomly
#64212 · Mar 25, 2026
kind:bug area:webserver priority:high area:core needs-triage
Airflow 3 grid view task group expand hitbox too small
#64208 · Mar 25, 2026
kind:feature area:UI
KafkaMessageQueueTrigger resulting AssetEvent diverges from _consumer_offsets
#64205 · Mar 25, 2026
kind:feature area:core area:Triggerer needs-triage provider:apache-kafka
Status of testing Providers that were prepared on March 25, 2026
#64195 · Mar 24, 2026
kind:meta
Add option for default `log_source` setting in task logs web UI
#64159 · Mar 24, 2026
kind:feature area:UI
kind:feature area:helm-chart
AirflowException "AppBuilder is not initialized" on startup with FAB provider 3.5.0
#64151 · Mar 24, 2026
kind:bug area:providers area:API area:auth needs-triage
kind:bug priority:medium area:core area:UI needs-triage
Remove Starlette upper bound on 1.0.0
#64116 · Mar 23, 2026
kind:bug good first issue area:dependencies
Include key names for various secretName options in the documentation
#64106 · Mar 23, 2026
kind:bug area:helm-chart kind:documentation needs-triage
ELK issue
#64104 · Mar 23, 2026
kind:bug area:providers area:logging needs-triage provider:elasticsearch
Cleartext Credential stored locally in Airflow DAG Bundles Git Configuration
#64099 · Mar 23, 2026
kind:bug security kind:feature needs-triage provider:git
GlueJobOperator in deffered mode does not return error message
#64095 · Mar 23, 2026
kind:bug provider:amazon area:providers priority:medium area:core
airflowctl: dagrun list --limit=N returns more results than limit number
#64066 · Mar 22, 2026
kind:bug area:CLI area:airflow-ctl
Variable.check_for_write_conflict exits early due to return inside loop
#64060 · Mar 22, 2026
kind:bug area:secrets priority:medium area:core
kind:bug area:providers priority:medium provider:airbyte
Deprecate and Clean Airflow Webserver Configurations
#64043 · Mar 21, 2026
area:webserver kind:feature area:helm-chart kind:meta
Move Airflow Chart Parameters to Kustomize
#64042 · Mar 21, 2026
kind:feature area:helm-chart kind:meta
Deprecate and Clean Webserver Configurations
#64041 · Mar 21, 2026
area:webserver kind:feature area:helm-chart kind:meta
Deprecate and Clean Common Webserver Configurations
#64039 · Mar 21, 2026
area:helm-chart kind:meta
Move Common Chart Parameters to Kustomize
#64038 · Mar 21, 2026
area:helm-chart kind:meta
Chart: Helm Refurbish
#64037 · Mar 21, 2026
area:helm-chart kind:meta
[helm chart] Go Template Error: Cannot Compare Slice to nil using eq
#64030 · Mar 21, 2026
kind:bug area:helm-chart needs-triage
[3.1.8] TypeError super(type, obj) on /users/list and /roles/list in Flask AppBuilder UI
#63982 · Mar 20, 2026
kind:bug area:auth area:core area:UI needs-triage
kind:bug area:API priority:high area:core area:UI
E2E: Improve Playwright test patterns in specs/xcoms.spec.ts
#63966 · Mar 20, 2026
good first issue area:UI
E2E: Improve Playwright test patterns in specs/variable.spec.ts
#63965 · Mar 20, 2026
good first issue area:UI
E2E: Improve Playwright test patterns in specs/task-logs.spec.ts
#63964 · Mar 20, 2026
good first issue area:UI
kind:bug area:core area:UI needs-triage
The problem of executing DAG's and getting logs after migration to 3.1.8
#63945 · Mar 19, 2026
kind:bug area:logging area:core needs-triage
Resource quota aware kubernetes pod operator
#63944 · Mar 19, 2026
kind:feature provider:cncf-kubernetes needs-triage
Control buttons and headers disappear when logs are longer than browser window
#63934 · Mar 19, 2026
kind:bug good first issue area:core area:UI
Upsert and update operations on SalesforceBulkOperator fail silently
#63930 · Mar 19, 2026
kind:bug area:providers pending-response provider:salesforce
kind:bug area:secrets priority:high area:Triggerer area:deadline-alerts
/dags/{dag_id}/tasks improper null handling for order_by
#63927 · Mar 19, 2026
kind:bug area:API good first issue area:core affected_version:3.1
kind:bug area:Scheduler priority:critical area:core needs-triage
Secrets from Airflow configuration are not masked in task logs
#63921 · Mar 19, 2026
kind:bug area:logging priority:high area:core needs-triage