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    omit bac2f50826d [main] CI: Upgrade important CI environment
     add a427286b8d2 Add screenshots and a review loop example to the task 
loops docs (#76435)
     add 6e6e0f7ae9b Document how to create a TypeScript SDK project (#76374)
     add 31b0dfef865 Fix docs build on Task SDK task handler page ref (#76440)
     add cf5017be3c1 UI: Complete the Italian translation (#76411)
     add 37d4d9395f7 UI: Fix task groups not expanding when localStorage is 
full (#76302)
     add 11baedfd86c Add OpenLineage e2e tests for manual state changes, clears 
and failures (#75908)
     add 629729a9913 Describe where the dependency upgrade summary runs now 
(#76439)
     add caf26246c1c Stop pydantic-ai providers that models cannot use from 
failing the common.ai vendor check (#76312)
     add bcfe0128623 Bump UI dependencies and fix log tests for react-virtual 
(#76444)
     add 77c29134b37 Load Java Dags from a bundle path that holds a colon 
(#76432)
     add 3fd90eb41c0 UI: Complete the Spanish (es) translation (#76087)
     add 4ef770b91d6 Let asset watchers write asset state over the Execution 
API (#76376)
     add cd3ae408a1a Keep mapped tasks when clearing with run on latest version 
(#76420)
     add 5d70b49e9ea UI: Label the Dag bundle file table as Parsed Files and 
say what it lists (#76462)
     add 240e6eed65c Parametrize GCS-to-GCS wildcard and retention tests. 
(#76094)
     add d07cb5f727d Fix airflowctl backfill create-dry-run printing one 
all-null row (#76224)
     add bc99f138dda [main] CI: Upgrade important CI environment

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Summary of changes:
 .agents/skills/airflow-translations/locales/es.md  |   34 +-
 .agents/skills/airflow-translations/locales/it.md  |   65 +-
 Dockerfile                                         |    2 +-
 Dockerfile.ci                                      |    2 +-
 .../language-sdks/java.rst                         |   21 +
 .../language-sdks/typescript.rst                   |   42 +-
 .../docs/authoring-and-scheduling/loops.rst        |  155 +-
 .../docs/authoring-and-scheduling/yaml-dags.rst    |    2 +-
 airflow-core/docs/img/ui-dark/loops_clear.png      |  Bin 0 -> 271661 bytes
 airflow-core/docs/img/ui-dark/loops_decision.png   |  Bin 0 -> 73779 bytes
 airflow-core/docs/img/ui-dark/loops_graph.png      |  Bin 0 -> 77163 bytes
 airflow-core/docs/img/ui-dark/loops_iterations.png |  Bin 0 -> 191319 bytes
 .../docs/img/ui-dark/loops_iterations_tab.png      |  Bin 0 -> 156522 bytes
 airflow-core/docs/img/ui-dark/loops_mapped.png     |  Bin 0 -> 179885 bytes
 airflow-core/docs/img/ui-dark/loops_review.png     |  Bin 0 -> 244676 bytes
 airflow-core/docs/img/ui-light/loops_clear.png     |  Bin 0 -> 268407 bytes
 airflow-core/docs/img/ui-light/loops_decision.png  |  Bin 0 -> 72201 bytes
 airflow-core/docs/img/ui-light/loops_graph.png     |  Bin 0 -> 78174 bytes
 .../docs/img/ui-light/loops_iterations.png         |  Bin 0 -> 189121 bytes
 .../docs/img/ui-light/loops_iterations_tab.png     |  Bin 0 -> 155523 bytes
 airflow-core/docs/img/ui-light/loops_mapped.png    |  Bin 0 -> 177810 bytes
 airflow-core/docs/img/ui-light/loops_review.png    |  Bin 0 -> 243231 bytes
 .../api_fastapi/execution_api/in_process.py        |    3 +-
 .../execution_api/routes/asset_state_store.py      |   18 +-
 .../airflow/api_fastapi/execution_api/security.py  |   38 +-
 .../execution_api/versions/v2026_10_30.py          |   11 +-
 .../src/airflow/example_dags/example_task_loops.py |    4 +-
 airflow-core/src/airflow/models/dagrun.py          |   11 +-
 airflow-core/src/airflow/ui/package.json           |   50 +-
 airflow-core/src/airflow/ui/pnpm-lock.yaml         |  784 ++---
 .../airflow/ui/public/i18n/locales/ar/browse.json  |   13 +-
 .../airflow/ui/public/i18n/locales/ca/browse.json  |    5 +-
 .../airflow/ui/public/i18n/locales/de/browse.json  |    5 +-
 .../airflow/ui/public/i18n/locales/el/browse.json  |    5 +-
 .../airflow/ui/public/i18n/locales/en/browse.json  |    5 +-
 .../airflow/ui/public/i18n/locales/es/admin.json   |   15 +
 .../airflow/ui/public/i18n/locales/es/assets.json  |    5 +
 .../airflow/ui/public/i18n/locales/es/browse.json  |   35 +
 .../airflow/ui/public/i18n/locales/es/common.json  |   82 +-
 .../ui/public/i18n/locales/es/components.json      |   41 +-
 .../src/airflow/ui/public/i18n/locales/es/dag.json |  134 +
 .../airflow/ui/public/i18n/locales/es/dags.json    |   38 +-
 .../ui/public/i18n/locales/es/dashboard.json       |   22 +-
 .../airflow/ui/public/i18n/locales/es/hitl.json    |    3 +
 .../airflow/ui/public/i18n/locales/fr/browse.json  |    7 +-
 .../airflow/ui/public/i18n/locales/he/browse.json  |    7 +-
 .../airflow/ui/public/i18n/locales/hi/browse.json  |    5 +-
 .../airflow/ui/public/i18n/locales/it/admin.json   |   55 +-
 .../airflow/ui/public/i18n/locales/it/assets.json  |   46 +-
 .../airflow/ui/public/i18n/locales/it/browse.json  |   86 +-
 .../airflow/ui/public/i18n/locales/it/common.json  |  352 ++-
 .../ui/public/i18n/locales/it/components.json      |  115 +-
 .../src/airflow/ui/public/i18n/locales/it/dag.json |  267 +-
 .../airflow/ui/public/i18n/locales/it/dags.json    |   69 +-
 .../ui/public/i18n/locales/it/dashboard.json       |   47 +-
 .../airflow/ui/public/i18n/locales/it/hitl.json    |   18 +-
 .../airflow/ui/public/i18n/locales/ko/browse.json  |    5 +-
 .../airflow/ui/public/i18n/locales/pl/browse.json  |    9 +-
 .../ui/public/i18n/locales/zh-CN/browse.json       |    5 +-
 .../ui/public/i18n/locales/zh-TW/browse.json       |    5 +-
 .../ui/src/context/groups/GroupsProvider.test.tsx  |   34 +-
 .../ui/src/context/groups/GroupsProvider.tsx       |   45 +-
 .../airflow/ui/src/pages/DagBundle/BundleFiles.tsx |    7 +-
 .../airflow/ui/src/pages/Run/CallbackLogs.test.tsx |    1 +
 .../airflow/ui/src/pages/Run/Callbacks.test.tsx    |    1 +
 .../ui/src/pages/TaskInstance/Logs/Logs.test.tsx   |    3 +
 .../pages/TaskInstance/Logs/LogsSelection.test.tsx |    3 +
 .../api_fastapi/execution_api/test_security.py     |    6 +-
 .../versions/head/test_asset_state_store.py        |   80 +-
 airflow-core/tests/unit/jobs/test_scheduler_job.py |   48 +-
 airflow-core/tests/unit/models/test_cleartasks.py  |   77 +
 airflow-core/tests/unit/models/test_dagrun.py      |   19 +-
 .../airflowctl_tests/test_airflowctl_commands.py   |   18 +
 airflow-ctl/src/airflowctl/api/operations.py       |    7 +-
 .../tests/airflow_ctl/api/test_operations.py       |   24 +-
 airflow-e2e-tests/docker/openlineage.yml           |   69 +-
 .../tests/airflow_e2e_tests/conftest.py            |    5 +
 .../dags_extra/openlineage_inlet_assets_dag.py     |   64 +
 .../airflow_e2e_tests/openlineage_tests/harness.py |  256 +-
 .../openlineage_tests/prepare_dags.py              |    2 +-
 .../openlineage_tests/remove_unused_providers.py   |   89 +
 .../openlineage_tests/test_openlineage_e2e.py      |   13 +-
 dev/breeze/doc/ci/05_workflows.md                  |   20 +-
 .../files/hardened_python_image_digests.json       |    8 +-
 devel-common/src/sphinx_exts/exampleinclude.py     |   47 +-
 providers/amazon/docs/index.rst                    |    4 +-
 .../ai/example_dags/example_llm_review_loop.py     |   81 +
 .../tests/unit/common/ai/test_provider_metadata.py |  101 +-
 providers/google/docs/index.rst                    |   28 +-
 .../unit/google/cloud/transfers/test_gcs_to_gcs.py |  110 +-
 providers/hashicorp/docs/index.rst                 |    2 +-
 .../tests/system/openlineage/constants.py          |    6 +
 .../openlineage/example_openlineage_clear_dag.py   |  169 ++
 .../example_openlineage_edge_labels_dag.py         |   16 +-
 .../example_openlineage_manual_lineage_dag.py      |   17 +-
 .../example_openlineage_manual_state_dag.py        |  274 ++
 .../example_openlineage_mapped_simple_dag.py       |    7 +-
 .../example_openlineage_policy_conf_locked_dag.py  |   59 -
 ...le_openlineage_policy_dag_events_trigger_dag.py |    6 +-
 ...xample_openlineage_policy_full_task_info_dag.py |   57 -
 ...ample_openlineage_schedule_asset_or_time_dag.py |    2 +-
 .../example_openlineage_schedule_cron_dag.py       |    2 +-
 ...openlineage_schedule_list_complex_assets_dag.py |    2 +-
 ...penlineage_schedule_list_multiple_assets_dag.py |    2 +-
 ...e_openlineage_schedule_list_single_asset_dag.py |    2 +-
 ...ple_openlineage_schedule_multiple_assets_dag.py |    2 +-
 ...xample_openlineage_schedule_single_asset_dag.py |    2 +-
 .../example_openlineage_schedule_timetable_dag.py  |    2 +-
 .../example_openlineage_short_circuit_dag.py       |    4 +-
 .../example_openlineage_task_groups_dag.py         |    4 +-
 .../example_openlineage_task_loop_dag.py           |    4 +-
 .../example_openlineage_task_loop_groups_dag.py    |    4 +-
 .../example_openlineage_task_loop_state_dag.py     |  240 ++
 .../example_openlineage_task_outcomes_dag.py       |  285 ++
 .../example_openlineage_task_states_dag.py         |    8 +-
 .../openlineage/example_openlineage_trigger_dag.py |   74 +-
 .../example_openlineage_trigger_dag_deferrable.py  |   65 +-
 .../example_openlineage_trigger_failed_dag.py      |   11 +-
 .../openlineage_all_facets_dag.json                |    1 +
 .../openlineage_base_complex_dag__af3.json         |  114 +-
 .../openlineage_base_simple_dag__af3.json          |   12 +-
 .../expected_events/openlineage_clear_dag.json     | 1268 ++++++++
 .../openlineage_custom_operator_failure_dag.json   |   16 +-
 ...openlineage_custom_operator_ol_methods_dag.json |    1 +
 .../openlineage_defer_simple_dag__af2.json         |   13 +-
 .../openlineage_defer_simple_dag__af3.json         |    1 +
 ...openlineage_defer_simple_dag__af3_2_2_plus.json |    1 +
 .../expected_events/openlineage_docs_file_dag.json |   26 +
 .../expected_events/openlineage_hitl_dag.json      |   83 +
 .../openlineage_manual_lineage_dag.json            |  171 +-
 .../openlineage_manual_state_dag.json              | 1195 ++++++++
 .../openlineage_mapped_simple_dag.json             |   13 +-
 .../openlineage_policy_conf_locked_dag.json        |   26 -
 .../openlineage_policy_full_task_info_dag.json     |   38 -
 .../openlineage_sensor_reschedule_dag.json         |    8 +-
 .../openlineage_sensor_reschedule_dag__af3_0.json  |    8 +-
 .../openlineage_setup_teardown_dag__af3.json       |  104 +
 .../openlineage_short_circuit_dag.json             |   50 +-
 .../openlineage_task_groups_dag.json               |   29 +
 .../openlineage_task_loop_state_dag.json           | 3062 ++++++++++++++++++++
 .../openlineage_task_outcomes_dag.json             | 1164 ++++++++
 .../openlineage_task_states_dag.json               |   30 +
 .../openlineage_task_states_dag__af3_0.json        |   30 +
 .../openlineage_taskflow_simple_dag.json           |   12 +-
 .../expected_events/openlineage_trigger_dag.json   |  309 ++
 .../openlineage_trigger_dag__af3_3_plus.json       |  309 ++
 .../openlineage_trigger_dag_deferrable.json        |   61 +-
 ...lineage_trigger_dag_deferrable__af3_3_plus.json |   61 +-
 .../openlineage_trigger_failed_dag.json            |   87 +-
 ...openlineage_trigger_failed_dag__af3_3_plus.json |   87 +-
 .../openlineage_versioned_dag__af3.json            |   14 +-
 .../tests/system/openlineage/manual_state.py       |  438 +++
 .../tests/system/openlineage/operator.py           |   79 +-
 .../tests/system/openlineage/triggers.py           |   34 +-
 .../ci/prek/check_airflowctl_command_coverage.py   |    1 -
 .../airflow/sdk/coordinators/java/coordinator.py   |   95 +-
 .../task_sdk/coordinators/java/test_coordinator.py |  240 ++
 uv.lock                                            |   18 +-
 158 files changed, 13316 insertions(+), 1339 deletions(-)
 create mode 100644 airflow-core/docs/img/ui-dark/loops_clear.png
 create mode 100644 airflow-core/docs/img/ui-dark/loops_decision.png
 create mode 100644 airflow-core/docs/img/ui-dark/loops_graph.png
 create mode 100644 airflow-core/docs/img/ui-dark/loops_iterations.png
 create mode 100644 airflow-core/docs/img/ui-dark/loops_iterations_tab.png
 create mode 100644 airflow-core/docs/img/ui-dark/loops_mapped.png
 create mode 100644 airflow-core/docs/img/ui-dark/loops_review.png
 create mode 100644 airflow-core/docs/img/ui-light/loops_clear.png
 create mode 100644 airflow-core/docs/img/ui-light/loops_decision.png
 create mode 100644 airflow-core/docs/img/ui-light/loops_graph.png
 create mode 100644 airflow-core/docs/img/ui-light/loops_iterations.png
 create mode 100644 airflow-core/docs/img/ui-light/loops_iterations_tab.png
 create mode 100644 airflow-core/docs/img/ui-light/loops_mapped.png
 create mode 100644 airflow-core/docs/img/ui-light/loops_review.png
 create mode 100644 
airflow-e2e-tests/tests/airflow_e2e_tests/openlineage_tests/dags_extra/openlineage_inlet_assets_dag.py
 create mode 100644 
airflow-e2e-tests/tests/airflow_e2e_tests/openlineage_tests/remove_unused_providers.py
 create mode 100644 
providers/common/ai/src/airflow/providers/common/ai/example_dags/example_llm_review_loop.py
 create mode 100644 
providers/openlineage/tests/system/openlineage/example_openlineage_clear_dag.py
 create mode 100644 
providers/openlineage/tests/system/openlineage/example_openlineage_manual_state_dag.py
 delete mode 100644 
providers/openlineage/tests/system/openlineage/example_openlineage_policy_conf_locked_dag.py
 delete mode 100644 
providers/openlineage/tests/system/openlineage/example_openlineage_policy_full_task_info_dag.py
 create mode 100644 
providers/openlineage/tests/system/openlineage/example_openlineage_task_loop_state_dag.py
 create mode 100644 
providers/openlineage/tests/system/openlineage/example_openlineage_task_outcomes_dag.py
 create mode 100644 
providers/openlineage/tests/system/openlineage/expected_events/openlineage_clear_dag.json
 create mode 100644 
providers/openlineage/tests/system/openlineage/expected_events/openlineage_manual_state_dag.json
 delete mode 100644 
providers/openlineage/tests/system/openlineage/expected_events/openlineage_policy_conf_locked_dag.json
 delete mode 100644 
providers/openlineage/tests/system/openlineage/expected_events/openlineage_policy_full_task_info_dag.json
 create mode 100644 
providers/openlineage/tests/system/openlineage/expected_events/openlineage_task_loop_state_dag.json
 create mode 100644 
providers/openlineage/tests/system/openlineage/expected_events/openlineage_task_outcomes_dag.json
 create mode 100644 
providers/openlineage/tests/system/openlineage/manual_state.py
 copy airflow-core/tests/unit/listeners/asset_listener.py => 
providers/openlineage/tests/system/openlineage/triggers.py (60%)

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