Lee-W opened a new pull request, #72156:
URL: https://github.com/apache/airflow/pull/72156

   A task pointed at one llm_conn_id had no failover story: the only way to 
survive a provider outage was to build a pydantic-ai FallbackModel in Dag code, 
which moves credentials outside Airflow connections and leaves the llm_conn_id 
path uncovered entirely. An outage therefore meant task failure followed by 
retries into the same outage.
   
   Carrying the chain on the connection keeps the Dag naming a single 
connection while whoever administers connections owns the failover topology, so 
changing a standby provider is a connection edit rather than a Dag deployment. 
Resolving each hop through the hook registered for its own conn_type is what 
lets one chain span vendors whose credentials live in different connection 
fields.
   
   Chains are rejected rather than followed recursively, and model_id is not 
inherited by the fallbacks: a flat chain is the one a reader can verify off a 
single connection, and model_id names a model of the primary's provider.
   
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