potiuk opened a new issue, #74741:
URL: https://github.com/apache/airflow/issues/74741

   I have a kind request for all the contributors to the latest provider 
distributions release.
   Could you please help us to test the RC versions of the providers?
   
   The guidelines on how to test providers can be found in
   
   [Verify providers by 
contributors](https://github.com/apache/airflow/blob/main/dev/README_RELEASE_PROVIDERS.md#verify-the-release-candidate-by-contributors)
   
   Let us know in the comments, whether the issue is addressed.
   
   This is an ad-hoc wave that re-cuts the four providers excluded from the 
2026-10-06 wave (#74459) now that the regressions found there are fixed - 
amazon, dbt.cloud and google at rc2, and common.ai as its first stable release, 
1.0.0rc1 (it was 0.11.0rc1 in the previous wave). common.compat 1.22.0rc1 is 
included because the new amazon EMR Serverless session operator needs it.
   
   Items already verified in #74459 are pre-ticked - no need to test them 
again. Please focus on the unticked ones, especially the fixes for the 
regressions that caused the exclusions (#74529, #74489, #74505, #74525, #74537) 
together with the changes they fix.
   
   These are providers that require testing as there were some substantial 
changes introduced:
   
   
   ## Provider [amazon: 
9.38.0rc2](https://pypi.org/project/apache-airflow-providers-amazon/9.38.0rc2)
      - [ ] [Amazon emr serverless get session endpoint 
(#70766)](https://github.com/apache/airflow/pull/70766): @vgkowski
        Linked issues:
          - [Linked Issue 
#69207](https://github.com/apache/airflow/pull/69207): @vgkowski
      - [ ] [Add a document_classifier_deletable waiter with unit tests 
(#74125)](https://github.com/apache/airflow/pull/74125): @ferruzzi
      - [ ] [Bind the AWS auth manager SAML response to the browser that 
started the login (#73698)](https://github.com/apache/airflow/pull/73698): 
@potiuk
        Linked issues:
          - [Linked Issue 
#72647](https://github.com/apache/airflow/pull/72647): @potiuk
      - [ ] [Fix AWS auth manager login when the IdP is on another site 
(#74529)](https://github.com/apache/airflow/pull/74529): @FrankYang0529
        Linked issues:
          - [Linked Issue 
#73698](https://github.com/apache/airflow/pull/73698): @potiuk
      - [ ] [Carry task attempt UUIDs through executor providers 
(#73917)](https://github.com/apache/airflow/pull/73917): @ashb
      - [ ] [Add a vendor-neutral managed-agent hook contract to Common AI 
(#73532)](https://github.com/apache/airflow/pull/73532): @kaxil
        Linked issues:
          - [Linked Issue 
#71946](https://github.com/apache/airflow/pull/71946): @vikramkoka
      - [ ] [Add DuckDB support to the Amazon provider 
(#73301)](https://github.com/apache/airflow/pull/73301): @o-nikolas
      - [ ] [Add EmrServerlessStartSessionOperator to Amazon provider 
(#70763)](https://github.com/apache/airflow/pull/70763): @vgkowski
        Linked issues:
          - [Linked Issue 
#69207](https://github.com/apache/airflow/pull/69207): @vgkowski
      - [x] [AIP-82: Add KinesisMessageQueueProvider 
(#73509)](https://github.com/apache/airflow/pull/73509): @aaron-y-chen
        Linked issues:
          - [Linked Issue 
#52712](https://github.com/apache/airflow/issues/52712): @jason810496
      - [ ] [Support unexposed CreateWorkflow and UpdateWorkflow inputs in MWAA 
Serverless operators (#73408)](https://github.com/apache/airflow/pull/73408): 
@yamakazushi
        Linked issues:
          - [Linked Issue 
#72622](https://github.com/apache/airflow/pull/72622): @yamakazushi
      - [ ] [Fix deprecation warning on provider lookup in Amazon AWS hooks 
(#74480)](https://github.com/apache/airflow/pull/74480): @westonkl
      - [ ] [Respect waiter_delay & waiter_max_attempts in EKS delete operators 
(#74000)](https://github.com/apache/airflow/pull/74000): @justinpakzad
      - [ ] [Document that DuckDB extension installs need a HOME directory 
(#74301)](https://github.com/apache/airflow/pull/74301): @ferruzzi
      - [x] [Keep S3 Dag bundle downloads within the configured directory 
(#73756)](https://github.com/apache/airflow/pull/73756): @jingi723
      - [ ] [Distinguish credential failures from AWS waiter exhaustion 
(#73870)](https://github.com/apache/airflow/pull/73870): @SameerMesiah97
        Linked issues:
          - [Linked Issue 
#71653](https://github.com/apache/airflow/pull/71653): @SameerMesiah97
      - [x] [Handle plain Step Functions execution errors 
(#73881)](https://github.com/apache/airflow/pull/73881): @jingi723
      - [ ] [Retry S3Hook.delete_bucket when a late write leaves bucket 
non-empty (#73930)](https://github.com/apache/airflow/pull/73930): @seanghaeli
        Linked issues:
          - [Linked Issue 
#31192](https://github.com/apache/airflow/pull/31192): @ferruzzi
      - [ ] [Read the AWS task logs once more after the fetcher is stopped 
(#73211)](https://github.com/apache/airflow/pull/73211): @fpiped
        Linked issues:
          - [Linked Issue 
#73210](https://github.com/apache/airflow/issues/73210): @fpiped
      - [x] [Use POSIX-compliant tail to extract token line in EKS command 
(#73690)](https://github.com/apache/airflow/pull/73690): @AlejandroMorgante
        Linked issues:
          - [Linked Issue 
#72542](https://github.com/apache/airflow/pull/72542): @AlejandroMorgante
      - [x] [Fix unreachable success log in 
EksDeleteClusterOperator.execute_complete 
(#73109)](https://github.com/apache/airflow/pull/73109): @abhinav-phi
        Linked issues:
          - [Linked Issue 
#72982](https://github.com/apache/airflow/issues/72982): @bingqin2
      - [x] [Skip Azure Blob folder-marker keys in AzureBlobStorageToS3Operator 
(#72892)](https://github.com/apache/airflow/pull/72892): @yuseok89
        Linked issues:
          - [Linked Issue 
#72497](https://github.com/apache/airflow/pull/72497): @yuseok89
      - [ ] [Exclude SQLAlchemy 2.1.0 
(#73865)](https://github.com/apache/airflow/pull/73865): @potiuk
        Linked issues:
          - [Linked Issue 
#73835](https://github.com/apache/airflow/pull/73835): @github-actions[bot]
      - [ ] [Add documentation and sample DAG for ExasolToS3Operator 
(#73940)](https://github.com/apache/airflow/pull/73940): @Mola-maker
        Linked issues:
          - [Linked Issue 
#22632](https://github.com/apache/airflow/issues/22632): @vincbeck
      - [x] [Fix docstring cross-references that Sphinx 9 cannot resolve 
(#74169)](https://github.com/apache/airflow/pull/74169): @shahar1
        Linked issues:
          - [Linked Issue 
#74168](https://github.com/apache/airflow/pull/74168): @shahar1
          - [Linked Issue 
#74151](https://github.com/apache/airflow/pull/74151): @shahar1
      - [ ] [Document override semantics for EcsRunTaskOperator 
(#73860)](https://github.com/apache/airflow/pull/73860): @MeghanaGangarapu
   ## Provider [common.ai: 
1.0.0rc1](https://pypi.org/project/apache-airflow-providers-common-ai/1.0.0rc1)
      - [ ] [Remove `agent_params` from LLM operators so they cannot run tools 
(#74721)](https://github.com/apache/airflow/pull/74721): @kaxil
      - [ ] [Add AirflowDurability capability for durable agent replay across 
task retries (#74385)](https://github.com/apache/airflow/pull/74385): @kaxil
        Linked issues:
          - [Linked Issue 
#74404](https://github.com/apache/airflow/pull/74404): @kaxil
      - [ ] [Fix durable agent retries replaying the model's rejected answers 
instead of asking again 
(#74720)](https://github.com/apache/airflow/pull/74720): @kaxil
      - [ ] [Bound LLM operator usage_limits across task retries 
(#74396)](https://github.com/apache/airflow/pull/74396): @Lee-W
      - [ ] [Reject unsupported output_type and bound HITL XCom pull retries 
(#74450)](https://github.com/apache/airflow/pull/74450): @Lee-W
      - [ ] [Add OpenShell backend for sandbox tools 
(#73961)](https://github.com/apache/airflow/pull/73961): @zozo123
      - [ ] [Add Anthropic tool runner adapter for common.ai toolsets 
(#73962)](https://github.com/apache/airflow/pull/73962): @kaxil
        Linked issues:
          - [Linked Issue 
#73898](https://github.com/apache/airflow/pull/73898): @kaxil
      - [ ] [Let an agent ask for tool approval in more than one step 
(#74686)](https://github.com/apache/airflow/pull/74686): @kaxil
        Linked issues:
          - [Linked Issue 
#73235](https://github.com/apache/airflow/pull/73235): @guan404ming
          - [Linked Issue 
#74679](https://github.com/apache/airflow/pull/74679): @kaxil
      - [ ] [Add Islo backend for sandbox tools 
(#71672)](https://github.com/apache/airflow/pull/71672): @zozo123
        Linked issues:
          - [Linked Issue 
#68847](https://github.com/apache/airflow/pull/68847): @zozo123
      - [ ] [Add Boat backend for sandbox tools 
(#71725)](https://github.com/apache/airflow/pull/71725): @zozo123
        Linked issues:
          - [Linked Issue 
#71672](https://github.com/apache/airflow/pull/71672): @zozo123
          - [Linked Issue 
#71676](https://github.com/apache/airflow/pull/71676): @zozo123
          - [Linked Issue 
#68847](https://github.com/apache/airflow/pull/68847): @zozo123
      - [ ] [Resume Strands agents from their last checkpoint when a task 
retries (#74404)](https://github.com/apache/airflow/pull/74404): @kaxil
        Linked issues:
          - [Linked Issue 
#74385](https://github.com/apache/airflow/pull/74385): @kaxil
      - [ ] [Add a Model tab to the task-instance page for common.ai 
(#74334)](https://github.com/apache/airflow/pull/74334): @pierrejeambrun
        Linked issues:
          - [Linked Issue 
#74272](https://github.com/apache/airflow/pull/74272): @pierrejeambrun
      - [ ] [Rename `HookToolset` `tool_name_prefix` to `tool_prefix` 
(#74447)](https://github.com/apache/airflow/pull/74447): @Lee-W
      - [ ] [Log capability tool calls in AgentOperator 
(#72202)](https://github.com/apache/airflow/pull/72202): @jeff3071
      - [ ] [Let the HITL review plugin address one loop pass or mapped slot 
(#74351)](https://github.com/apache/airflow/pull/74351): @ashb
      - [ ] [Export `DataFusionToolset`, `AgentSkillsToolset` and 
`LoggingToolset`… (#74449)](https://github.com/apache/airflow/pull/74449): 
@Lee-W
      - [ ] [Expose the resolved LLM model name on a dedicated XCom key 
(#74272)](https://github.com/apache/airflow/pull/74272): @pierrejeambrun
      - [ ] [Add `max_retries` to `AgentSkillsToolset` 
(#74381)](https://github.com/apache/airflow/pull/74381): @kaxil
        Linked issues:
          - [Linked Issue 
#74379](https://github.com/apache/airflow/pull/74379): @kaxil
      - [ ] [Add `include_traceback` to model-backed retry policies 
(#74308)](https://github.com/apache/airflow/pull/74308): @kaxil
      - [ ] [Let the Modal sandbox backend read credentials from a modal 
connection (#74302)](https://github.com/apache/airflow/pull/74302): @kaxil
      - [x] [Include prompt cache token counts in AgentOperator's usage XCom 
(#74277)](https://github.com/apache/airflow/pull/74277): @pankajastro
      - [x] [Bound get_schema results for very wide tables in the SQL toolsets 
(#74017)](https://github.com/apache/airflow/pull/74017): @pankajkoti
        Linked issues:
          - [Linked Issue 
#71317](https://github.com/apache/airflow/pull/71317): @kaxil
      - [ ] [Cache repeated agent prompts by default in AgentOperator 
(#73994)](https://github.com/apache/airflow/pull/73994): @kaxil
      - [ ] [Add a vendor-neutral managed-agent hook contract to Common AI 
(#73532)](https://github.com/apache/airflow/pull/73532): @kaxil
        Linked issues:
          - [Linked Issue 
#71946](https://github.com/apache/airflow/pull/71946): @vikramkoka
      - [ ] [Export files an agent built in a sandbox to object storage 
(#73990)](https://github.com/apache/airflow/pull/73990): @kaxil
      - [ ] [Add `capabilities` to Common AI `AgentOperator` 
(#73984)](https://github.com/apache/airflow/pull/73984): @kaxil
      - [ ] [Let Common AI toolsets use the agent's tool retry budget 
(#73957)](https://github.com/apache/airflow/pull/73957): @kaxil
      - [ ] [Add embedding kwargs to common AI hooks and operators 
(#72002)](https://github.com/apache/airflow/pull/72002): @jeff3071
      - [ ] [Tell the model how many rows a Parquet or Avro file holds 
(#73925)](https://github.com/apache/airflow/pull/73925): @kaxil
        Linked issues:
          - [Linked Issue 
#73899](https://github.com/apache/airflow/pull/73899): @kaxil
      - [ ] [Count and trace tool calls made by native agent frameworks 
(#73901)](https://github.com/apache/airflow/pull/73901): @kaxil
        Linked issues:
          - [Linked Issue 
#73903](https://github.com/apache/airflow/pull/73903): @kaxil
      - [ ] [Let `HookToolset` pin arguments the model must not choose 
(#73900)](https://github.com/apache/airflow/pull/73900): @kaxil
      - [ ] [Add `ObjectStorageToolset` for reading files on object storage 
(#73899)](https://github.com/apache/airflow/pull/73899): @kaxil
      - [ ] [Rework common.ai Strands support into a plugin and add Google ADK 
(#73898)](https://github.com/apache/airflow/pull/73898): @kaxil
        Linked issues:
          - [Linked Issue 
#73587](https://github.com/apache/airflow/pull/73587): @kaxil
      - [ ] [Let SandboxToolset be deep-copied again 
(#74525)](https://github.com/apache/airflow/pull/74525): @FrankYang0529
        Linked issues:
          - [Linked Issue 
#73898](https://github.com/apache/airflow/pull/73898): @kaxil
      - [ ] [Name the tools a durable agent retry will run again 
(#73873)](https://github.com/apache/airflow/pull/73873): @kaxil
      - [ ] [Return an approved agent answer as `output_type` after human 
review (#73904)](https://github.com/apache/airflow/pull/73904): @kaxil
      - [ ] [Fix agent HITL review for list, marker and function output types 
(#74537)](https://github.com/apache/airflow/pull/74537): @FrankYang0529
        Linked issues:
          - [Linked Issue 
#73904](https://github.com/apache/airflow/pull/73904): @kaxil
      - [ ] [Let the sandbox toolset attach to a sandbox another task 
provisioned (#73559)](https://github.com/apache/airflow/pull/73559): @kaxil
        Linked issues:
          - [Linked Issue 
#73529](https://github.com/apache/airflow/pull/73529): @kaxil
          - [Linked Issue 
#73578](https://github.com/apache/airflow/pull/73578): @kaxil
      - [ ] [Add Strands Agents support for `common.ai` toolsets 
(#73587)](https://github.com/apache/airflow/pull/73587): @kaxil
      - [ ] [Add Modal provider with `ModalHook` and connection type 
(#73418)](https://github.com/apache/airflow/pull/73418): @kaxil
        Linked issues:
          - [Linked Issue 
#72910](https://github.com/apache/airflow/pull/72910): @kaxil
      - [x] [Add OpenSandbox backend for sandbox tools 
(#71676)](https://github.com/apache/airflow/pull/71676): @zozo123
        Linked issues:
          - [Linked Issue 
#68847](https://github.com/apache/airflow/pull/68847): @zozo123
      - [ ] [Require dns+nft egress mode for OpenSandbox network policies 
(#74504)](https://github.com/apache/airflow/pull/74504): @zozo123
        Linked issues:
          - [Linked Issue 
#74459](https://github.com/apache/airflow/issues/74459): @potiuk
          - [Linked Issue 
#71676](https://github.com/apache/airflow/pull/71676): @zozo123
      - [ ] [Add human approval for agent tool calls 
(#73586)](https://github.com/apache/airflow/pull/73586): @kaxil
      - [ ] [Stop rejecting valid non-ASCII Anthropic batches as too large 
(#74662)](https://github.com/apache/airflow/pull/74662): @henry3260
      - [ ] [Mask tool output from every capability in Common AI agents 
(#73993)](https://github.com/apache/airflow/pull/73993): @kaxil
      - [ ] [Validate the connection type in PydanticAIHook.get_hook 
(#74626)](https://github.com/apache/airflow/pull/74626): @Lee-W
      - [ ] [Decode base64 for bytes-typed HookToolset parameters 
(#70433)](https://github.com/apache/airflow/pull/70433): @ColtenOuO
      - [ ] [Make `SQLToolset` `check_query` follow `allow_writes` like `query` 
(#74448)](https://github.com/apache/airflow/pull/74448): @Lee-W
      - [ ] [Tell the model a pinned hook argument is fixed for every allowed 
method (#74380)](https://github.com/apache/airflow/pull/74380): @kaxil
        Linked issues:
          - [Linked Issue 
#74379](https://github.com/apache/airflow/pull/74379): @kaxil
      - [ ] [Fix Common AI durable retries not replaying tools from a 
capability without an id 
(#74314)](https://github.com/apache/airflow/pull/74314): @kaxil
        Linked issues:
          - [Linked Issue 
#74312](https://github.com/apache/airflow/pull/74312): @kaxil
      - [ ] [Fix Common AI durable retries and tool-approval resumes on 
pydantic-ai 2.50+ (#74313)](https://github.com/apache/airflow/pull/74313): 
@kaxil
      - [ ] [Mask secrets in common.ai tool results before they reach the model 
(#73897)](https://github.com/apache/airflow/pull/73897): @kaxil
      - [ ] [Account for AgentOperator spend on failed runs and across retries 
(#73706)](https://github.com/apache/airflow/pull/73706): @Lee-W
      - [x] [Stop DataFusionToolset from materializing full results for a 
capped query (#73384)](https://github.com/apache/airflow/pull/73384): @ColtenOuO
      - [x] [Fix mypy error in common.ai decision helper with pydantic-ai 2.46 
(#73652)](https://github.com/apache/airflow/pull/73652): @Andrushika
        Linked issues:
          - [Linked Issue 
#73629](https://github.com/apache/airflow/pull/73629): @github-actions[bot]
      - [ ] [Move Common AI provider from incubation to production lifecycle 
(#74705)](https://github.com/apache/airflow/pull/74705): @kaxil
        Linked issues:
          - [Linked Issue 
#74679](https://github.com/apache/airflow/pull/74679): @kaxil
      - [ ] [Add a generated supported services page for the common.ai provider 
(#72939)](https://github.com/apache/airflow/pull/72939): @Lee-W
      - [ ] [Remove `code_mode` from `AgentOperator` in favor of the `CodeMode` 
capability (#74312)](https://github.com/apache/airflow/pull/74312): @kaxil
      - [ ] [Make `execute_tool` the public method `AirflowToolset` subclasses 
implement (#73938)](https://github.com/apache/airflow/pull/73938): @kaxil
        Linked issues:
          - [Linked Issue 
#73897](https://github.com/apache/airflow/pull/73897): @kaxil
      - [ ] [Mark experimental common.ai features ahead of 1.0 
(#73896)](https://github.com/apache/airflow/pull/73896): @kaxil
      - [ ] [Graduate `ClassifierRetryPolicy` to stable in Common AI 
(#74707)](https://github.com/apache/airflow/pull/74707): @kaxil
        Linked issues:
          - [Linked Issue 
#73501](https://github.com/apache/airflow/pull/73501): @kaxil
          - [Linked Issue 
#74694](https://github.com/apache/airflow/pull/74694): @Lee-W
      - [ ] [Graduate durable agent execution to stable in Common AI 
(#74704)](https://github.com/apache/airflow/pull/74704): @kaxil
        Linked issues:
          - [Linked Issue 
#74385](https://github.com/apache/airflow/pull/74385): @kaxil
      - [ ] [Graduate Common AI features to stable ahead of 1.0 
(#74679)](https://github.com/apache/airflow/pull/74679): @kaxil
        Linked issues:
          - [Linked Issue 
#74026](https://github.com/apache/airflow/pull/74026): @Lee-W
          - [Linked Issue 
#73962](https://github.com/apache/airflow/pull/73962): @kaxil
          - [Linked Issue #5230](https://github.com/apache/airflow/pull/5230): 
@chronitis
          - [Linked Issue 
#74385](https://github.com/apache/airflow/pull/74385): @kaxil
          - [Linked Issue 
#73912](https://github.com/apache/airflow/pull/73912): @kaxil
      - [ ] [Require `common.sql` 2.2.0 for `common.ai`'s SQL extras 
(#73867)](https://github.com/apache/airflow/pull/73867): @kaxil
        Linked issues:
          - [Linked Issue 
#73368](https://github.com/apache/airflow/pull/73368): @kaxil
      - [ ] [Add a feature map to the Common AI docs 
(#74723)](https://github.com/apache/airflow/pull/74723): @kaxil
        Linked issues:
          - [Linked Issue 
#74694](https://github.com/apache/airflow/pull/74694): @Lee-W
      - [ ] [Document how `common.ai` agent tasks recover from provider and 
worker failures (#74708)](https://github.com/apache/airflow/pull/74708): @kaxil
      - [ ] [Fix the common.ai message_history trimming example and link the 
memory page (#74706)](https://github.com/apache/airflow/pull/74706): @Lee-W
      - [ ] [Mark decision_policy experimental on the decision models page and 
finish the ClassifierRetryPolicy stability row 
(#74713)](https://github.com/apache/airflow/pull/74713): @Lee-W
      - [ ] [Add an example of a decision model approving an agent's tool calls 
(#74697)](https://github.com/apache/airflow/pull/74697): @kaxil
        Linked issues:
          - [Linked Issue 
#74686](https://github.com/apache/airflow/pull/74686): @kaxil
      - [ ] [Add a Why Common AI page comparing the provider with a plain task 
(#74685)](https://github.com/apache/airflow/pull/74685): @kaxil
      - [ ] [Clarify what common.ai message_history does and does not cover 
(#74625)](https://github.com/apache/airflow/pull/74625): @Lee-W
      - [ ] [Explain why common.ai is built on Pydantic AI 
(#74680)](https://github.com/apache/airflow/pull/74680): @kaxil
        Linked issues:
          - [Linked Issue 
#74404](https://github.com/apache/airflow/pull/74404): @kaxil
      - [ ] [Document agent memory across Dag runs for `common.ai` 
(#74681)](https://github.com/apache/airflow/pull/74681): @kaxil
      - [ ] [Document hosted OpenAI-compatible services in common.ai docs 
(#74620)](https://github.com/apache/airflow/pull/74620): @jperla
      - [ ] [Document that SQLToolset does not check functions without 
allowed_tables (#74444)](https://github.com/apache/airflow/pull/74444): @Lee-W
      - [ ] [Fix common.ai managed agent failover when an identity cannot 
resolve (#72786)](https://github.com/apache/airflow/pull/72786): @Lee-W
        Linked issues:
          - [Linked Issue 
#71946](https://github.com/apache/airflow/pull/71946): @vikramkoka
      - [ ] [Add toolset overview and MCP tool filtering example to common.ai 
docs (#74378)](https://github.com/apache/airflow/pull/74378): @kaxil
      - [ ] [Link registry modules to the guide section that documents them 
(#71477)](https://github.com/apache/airflow/pull/71477): @Lee-W
      - [ ] [Add restricted-agent examples to `common.ai` toolset guides 
(#74379)](https://github.com/apache/airflow/pull/74379): @kaxil
      - [ ] [Support PAT and key-pair auth in the Snowflake Cortex Agent hook 
(#73932)](https://github.com/apache/airflow/pull/73932): @Lee-W
      - [ ] [Lead the `common.ai` sandbox docs with when to use it and where 
each piece runs (#74297)](https://github.com/apache/airflow/pull/74297): @kaxil
      - [ ] [Correct `usage_limits=None` docstring on `AgentOperator` and 
`LLMOperator` (#74307)](https://github.com/apache/airflow/pull/74307): @kaxil
        Linked issues:
          - [Linked Issue 
#74297](https://github.com/apache/airflow/pull/74297): @kaxil
      - [ ] [Document decision models served over the System One API in 
common.ai (#74266)](https://github.com/apache/airflow/pull/74266): @kaxil
      - [x] [Add Azure Blob Storage support to the DataFusion object storage 
layer (#73374)](https://github.com/apache/airflow/pull/73374): @pankajastro
      - [ ] [Render the HITL review workflow as a Mermaid diagram 
(#74024)](https://github.com/apache/airflow/pull/74024): @Lee-W
      - [ ] [Document running your own Pydantic AI agent with `common.ai` 
toolsets (#73902)](https://github.com/apache/airflow/pull/73902): @kaxil
      - [ ] [Surface the retry policy decision on task instances page 
(#73030)](https://github.com/apache/airflow/pull/73030): @amoghrajesh
        Linked issues:
          - [Linked Issue 
#73027](https://github.com/apache/airflow/pull/73027): @amoghrajesh
      - [ ] [Update changelog to clarify new LLMBranchOperator "branches" 
feature (#73850)](https://github.com/apache/airflow/pull/73850): @Lee-W
      - [ ] [Add connections and agent-security entries to the `common.ai` 
sidebar (#73837)](https://github.com/apache/airflow/pull/73837): @kaxil
   ## Provider [common.compat: 
1.22.0rc1](https://pypi.org/project/apache-airflow-providers-common-compat/1.22.0rc1)
      - [ ] [Amazon emr serverless get session endpoint 
(#70766)](https://github.com/apache/airflow/pull/70766): @vgkowski
        Linked issues:
          - [Linked Issue 
#69207](https://github.com/apache/airflow/pull/69207): @vgkowski
   ## Provider [dbt.cloud: 
4.11.0rc2](https://pypi.org/project/apache-airflow-providers-dbt-cloud/4.11.0rc2)
      - [ ] [Apply hook_params to deferred dbt Cloud job runs 
(#74199)](https://github.com/apache/airflow/pull/74199): @SEPURI-SAI-KRISHNA
        Linked issues:
          - [Linked Issue 
#57242](https://github.com/apache/airflow/pull/57242): @AardJan
      - [ ] [Fix deferred dbt Cloud tasks failing with tenacity retry_args 
(#74489)](https://github.com/apache/airflow/pull/74489): @FrankYang0529
      - [ ] [Add validate trigger events in dbt cloud deferrable tasks 
(#69739)](https://github.com/apache/airflow/pull/69739): @takayoshi-makabe
        Linked issues:
          - [Linked Issue 
#69379](https://github.com/apache/airflow/pull/69379): @takayoshi-makabe
   ## Provider [google: 
22.7.0rc2](https://pypi.org/project/apache-airflow-providers-google/22.7.0rc2)
      - [ ] [Support Table objects in BigQueryHook.create_table table_resource 
(#73099)](https://github.com/apache/airflow/pull/73099): @X33834
        Linked issues:
          - [Linked Issue 
#73091](https://github.com/apache/airflow/issues/73091): @roykoand
      - [ ] [Adapt GCP BigtableHook to run in private cloud 
(#73181)](https://github.com/apache/airflow/pull/73181): @olegkachur-e
      - [ ] [Deprecate Dataproc ClusterGenerator helper class 
(#71427)](https://github.com/apache/airflow/pull/71427): @olegkachur-e
      - [ ] [Add GKEPodExecOperator for existing Pods 
(#72577)](https://github.com/apache/airflow/pull/72577): @AlejandroMorgante
      - [ ] [Fix GKE operator imports with older Kubernetes providers 
(#74505)](https://github.com/apache/airflow/pull/74505): @AlejandroMorgante
        Linked issues:
          - [Linked Issue 
#72577](https://github.com/apache/airflow/pull/72577): @AlejandroMorgante
          - [Linked Issue 
#72542](https://github.com/apache/airflow/pull/72542): @AlejandroMorgante
      - [ ] [Add a vendor-neutral managed-agent hook contract to Common AI 
(#73532)](https://github.com/apache/airflow/pull/73532): @kaxil
        Linked issues:
          - [Linked Issue 
#71946](https://github.com/apache/airflow/pull/71946): @vikramkoka
      - [ ] [Fix Data Fusion polling after transient 404 responses 
(#74237)](https://github.com/apache/airflow/pull/74237): @VladaZakharova
      - [x] [Keep polling in the BigQuery check triggers while a job is running 
(#74305)](https://github.com/apache/airflow/pull/74305): @bingqin2
        Linked issues:
          - [Linked Issue 
#73981](https://github.com/apache/airflow/issues/73981): @roykoand
      - [ ] [Look up task logs by task try UUID 
(#74204)](https://github.com/apache/airflow/pull/74204): @ashb
      - [x] [Apply impersonation_chain to deferred BigQuery existence checks 
(#71648)](https://github.com/apache/airflow/pull/71648): @SEPURI-SAI-KRISHNA
        Linked issues:
          - [Linked Issue 
#36341](https://github.com/apache/airflow/pull/36341): @Lee-W
      - [ ] [Fix PostgresToGCSOperator fetching one row at a time with psycopg3 
(#73324)](https://github.com/apache/airflow/pull/73324): @sgoel2be24-cyber
        Linked issues:
          - [Linked Issue 
#72075](https://github.com/apache/airflow/issues/72075): @eric-workweek
      - [ ] [Fix Dataproc triggers swallowing task cancellation 
(#74192)](https://github.com/apache/airflow/pull/74192): @atharvaajmera
        Linked issues:
          - [Linked Issue 
#63730](https://github.com/apache/airflow/pull/63730): @evgeniy-b
          - [Linked Issue 
#74087](https://github.com/apache/airflow/issues/74087): @krisztiansala
      - [ ] [Fix destination path validation in GCS-to-SFTP transfers 
(#74186)](https://github.com/apache/airflow/pull/74186): @drewrukin
      - [ ] [Fix Cloud SQL 409 operationInProgress on import/export operations 
(#68361)](https://github.com/apache/airflow/pull/68361): @radhwene
        Linked issues:
          - [Linked Issue 
#68040](https://github.com/apache/airflow/issues/68040): @radhwene
      - [x] [Pass ClientTimeout to aiohttp in Cloud Composer async hook 
(#74164)](https://github.com/apache/airflow/pull/74164): @shahar1
        Linked issues:
          - [Linked Issue 
#74151](https://github.com/apache/airflow/pull/74151): @shahar1
      - [x] [Honor download_num_attempts and upload_num_attempts in 
GCSTimeSpanFileTransformOperator 
(#72953)](https://github.com/apache/airflow/pull/72953): @bingqin2
        Linked issues:
          - [Linked Issue 
#62196](https://github.com/apache/airflow/pull/62196): @SameerMesiah97
      - [x] [Create GCS folder markers as directories in GCSToSFTPOperator 
(#73880)](https://github.com/apache/airflow/pull/73880): @yuseok89
        Linked issues:
          - [Linked Issue 
#72638](https://github.com/apache/airflow/pull/72638): @yuseok89
      - [x] [Fix docstring cross-references that Sphinx 9 cannot resolve 
(#74169)](https://github.com/apache/airflow/pull/74169): @shahar1
        Linked issues:
          - [Linked Issue 
#74168](https://github.com/apache/airflow/pull/74168): @shahar1
          - [Linked Issue 
#74151](https://github.com/apache/airflow/pull/74151): @shahar1
   
   <!--
   
   NOTE TO RELEASE MANAGER:
   
   You can move here the providers that have doc-only changes or for which 
changes are trivial, and
   you could assess that they are OK.
   
   -->
   All users involved in the PRs:
   @ashb @ColtenOuO @X33834 @shahar1 @potiuk @pankajkoti @Andrushika 
@VladaZakharova @ferruzzi @o-nikolas @pierrejeambrun @henry3260 @jperla 
@atharvaajmera @yamakazushi @Lee-W @vgkowski @pankajastro @bingqin2 
@sgoel2be24-cyber @radhwene @abhinav-phi @zozo123 @fpiped @amoghrajesh 
@SameerMesiah97 @drewrukin @olegkachur-e @MeghanaGangarapu @FrankYang0529 
@jingi723 @takayoshi-makabe @yuseok89 @kaxil @jeff3071 @SEPURI-SAI-KRISHNA 
@seanghaeli @AlejandroMorgante @justinpakzad @Mola-maker @westonkl @aaron-y-chen
   
   ---
   Drafted-by: Claude Code (Opus 5.5); reviewed by @potiuk before posting
   


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