amoghrajesh opened a new pull request, #61523:
URL: https://github.com/apache/airflow/pull/61523

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   ### Why?
   
   The shared `BaseSecretsBackend` was importing Connection classes from 
airflow-core or airflow-sdk conditionally based on the current process context, 
creating a dependency that breaks client-server separation in ways. This change 
removes that dependency by injecting the Connection class per instance at 
distribution init time.
   
   Both core and sdk have backend loaders: `initialize_secrets_backends` which 
now set the Connection class on
   each backend instance via `_set_connection_class()` when instantiating their 
backends. This ensures each backend uses the correct Connection type (core or 
sdk) based on where it's created, without the shared base needing to know about 
either.
   
   The shared base now has zero imports of core or SDK Connection types, 
maintaining proper separation between components.
   
   ### Design Decision and Alternatives
   
   #### Why per instance instead of class level default?
   
   I considered a class level `_default_connection_class` attribute, but didn't 
choose it because:
   
   1. Core imports would overwrite task-sdk defaults when loading backends or 
vice versa
   2. In processes importing both core and task-sdk, whichever set the default 
last would win, regardless of context
   3. All backend instances would share one default state which was mutable, 
causing interference between backends
   
   Per instance storage avoids all these issues by making each backend 
independent.
   
   #### Why not use a factory/callable?
   
   I also considered storing a callable that returns the Connection class, but 
chose direct class storage over that one cos:
   - Simpler implementation
   - Same robustness with less complexity
   
   
   ### Back compat
   
   - No changes to public API
   - Existing backend code continues to work
   - Wherever the backend are created, they are initialised at runtime via 
Backends created via `initialize_secrets_backends`. So, they automatically get 
the correct Connection class set on the instances.
   
   
   
   ---
   
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   * For fundamental code changes, an Airflow Improvement Proposal 
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   * For significant user-facing changes create newsfragment: 
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