ShubhamGondane opened a new pull request, #62839:
URL: https://github.com/apache/airflow/pull/62839

   ## Changes
   
   **feat: Add `json_format` config option**
   
   Adds a new `[logging] json_format` boolean option (default `False`) that 
enables
   structured JSON console output. When `True`, each log line is emitted as a 
JSON
   object — useful for log aggregation systems such as Loki, Elasticsearch, or 
Splunk.
   
   Also adds a "JSON console output" subsection to the advanced logging 
configuration
   docs explaining the option with an example.
   
   **docs: Fix outdated examples after structlog migration in Airflow 3.x**
   
   Removes broken `DEFAULT_LOGGING_CONFIG` deepcopy and 
`pydantic.utils.deep_update`
   examples, adds a note explaining `logging_config_class` behaviour in Airflow 
3.x.
   
   closes: #61175
   
   ---
   
   ##### Was generative AI tooling used to co-author this PR?
   
   - [X] Yes — Claude Code


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