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Lee-W pushed a change to branch ci-upgrade-main
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    omit f55517be2ad [main] CI: Upgrade important CI environment
     add b476b22f264 Support TaskFlow call syntax on stub tasks for the Lang 
SDK (#69757)
     add b9ff1d77694 Show each Dag only once in airflow dags list (#70934)
     add 6194df6d703 Fix manual runs getting a zero-length data interval across 
DST (#70089)
     add 2f5a3762d1c Evaluate AGENTS.md and skills with Codex (#70120)
     add 2ed1196e80e Support require_approval in LLMSchemaCompareOperator 
(#71051)
     add ff04f3bfb3b Add ADR for TaskFlow across the language boundary (#71483)
     add c6aa8ffc0c6 [main] CI: Upgrade important CI environment

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Summary of changes:
 .pre-commit-config.yaml                            |  21 ++
 AGENTS.md                                          |   8 +-
 .../0007-taskflow-across-language-boundary.md      | 331 +++++++++++++++++++++
 airflow-core/adr/lang-sdk/README.md                |   1 +
 airflow-core/newsfragments/70089.bugfix.rst        |   1 +
 .../execution_api/datamodels/task_arg_binding.py   |  93 ++++++
 .../execution_api/datamodels/taskinstance.py       |   8 +
 .../execution_api/routes/task_instances.py         |  30 +-
 .../execution_api/services}/__init__.py            |   0
 .../execution_api/services/task_instances.py       |  61 ++++
 .../api_fastapi/execution_api/versions/__init__.py |   2 +
 .../versions/{v2025_10_27.py => v2026_10_30.py}    |  23 +-
 .../src/airflow/cli/commands/dag_command.py        |   4 +-
 .../serialization/definitions/baseoperator.py      |   7 +
 .../serialization/definitions/mappedoperator.py    |   7 +
 airflow-core/src/airflow/serialization/schema.json |  20 +-
 .../airflow/serialization/serialized_objects.py    |  27 +-
 .../src/airflow/serialization/stub_arg_bindings.py | 286 ++++++++++++++++++
 airflow-core/src/airflow/timetables/_cron.py       |  11 +-
 .../versions/head/test_task_instances.py           | 113 +++++++
 .../versions/v2026_10_30}/__init__.py              |   0
 .../versions/v2026_10_30/test_task_instances.py    | 100 +++++++
 .../tests/unit/cli/commands/test_dag_command.py    |  31 ++
 .../unit/serialization/test_dag_serialization.py   | 117 ++++++++
 .../unit/serialization/test_stub_arg_bindings.py   | 173 +++++++++++
 .../unit/timetables/test_interval_timetable.py     | 167 +++++++++++
 .../unit/timetables/test_trigger_timetable.py      |  47 +++
 contributing-docs/08_static_code_checks.rst        |   2 +-
 dev/breeze/uv.lock                                 |   2 +-
 dev/skill-evals/README.md                          |  49 ++-
 dev/skill-evals/eval.py                            | 120 ++++++--
 dev/skill-evals/last-eval-hash.txt                 |   2 +-
 .../src/tests_common/test_utils/version_compat.py  |   2 +
 generated/known_sdk_imports_in_core.txt            |   3 +-
 .../cmd/airflow-go-pack/pack_integration_test.go   |   3 +-
 go-sdk/pkg/execution/messages.go                   |   2 +-
 .../ai/docs/operators/llm_schema_compare.rst       |  27 ++
 .../ai/example_dags/example_llm_schema_compare.py  |  21 ++
 .../common/ai/operators/llm_schema_compare.py      |  45 ++-
 .../common/ai/operators/test_llm_schema_compare.py | 123 +++++++-
 .../airflow/providers/standard/decorators/stub.py  |   3 +
 .../tests/unit/standard/decorators/test_stub.py    | 265 ++++++++++++++++-
 scripts/tests/ci/prek/test_skill_eval.py           | 158 ++++++++++
 .../src/airflow/sdk/api/datamodels/_generated.py   |  34 ++-
 task-sdk/src/airflow/sdk/bases/decorator.py        |   1 +
 .../sdk/definitions/_internal/abstractoperator.py  |   2 +
 .../src/airflow/sdk/definitions/mappedoperator.py  |   3 +
 .../airflow/sdk/execution_time/schema/schema.json  | 125 +++++++-
 .../sdk/execution_time/schema/versions/__init__.py |   5 +
 .../execution_time/schema/versions/v2026_10_30.py  |  14 +-
 .../execution_time/schema/test_migrator.py         | 113 ++++++-
 ts-sdk/src/generated/supervisor.ts                 | 103 +++++--
 52 files changed, 2808 insertions(+), 108 deletions(-)
 create mode 100644 
airflow-core/adr/lang-sdk/0007-taskflow-across-language-boundary.md
 create mode 100644 airflow-core/newsfragments/70089.bugfix.rst
 create mode 100644 
airflow-core/src/airflow/api_fastapi/execution_api/datamodels/task_arg_binding.py
 copy airflow-core/src/airflow/{_shared => 
api_fastapi/execution_api/services}/__init__.py (100%)
 create mode 100644 
airflow-core/src/airflow/api_fastapi/execution_api/services/task_instances.py
 copy 
airflow-core/src/airflow/api_fastapi/execution_api/versions/{v2025_10_27.py => 
v2026_10_30.py} (56%)
 create mode 100644 airflow-core/src/airflow/serialization/stub_arg_bindings.py
 copy airflow-core/{src/airflow/_shared => 
tests/unit/api_fastapi/execution_api/versions/v2026_10_30}/__init__.py (100%)
 create mode 100644 
airflow-core/tests/unit/api_fastapi/execution_api/versions/v2026_10_30/test_task_instances.py
 create mode 100644 
airflow-core/tests/unit/serialization/test_stub_arg_bindings.py
 create mode 100644 scripts/tests/ci/prek/test_skill_eval.py
 copy 
airflow-core/src/airflow/api_fastapi/execution_api/versions/v2025_09_23.py => 
task-sdk/src/airflow/sdk/execution_time/schema/versions/v2026_10_30.py (60%)

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