KatalKavya96 opened a new pull request, #56167:
URL: https://github.com/apache/airflow/pull/56167

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   ### Description
   This PR finalizes the **screenshot updates for all core documentation 
pages** to showcase the **Airflow 3.1.0 UI and features**.  
   All screenshots in the core docs have been refreshed to reflect the latest 
UI state.
   
   ### Checklist of updated pages
   - [x] Overview (showcase 3.1.0 capabilities) — (docs) Update Overview 
screenshots (#55813)  
   - [x] Fundamental Concepts — Update images in Core Concepts pages (#55817)  
   - [x] UI Guide (comprehensive update for all new features) — @KatalKavya96  
   - [x] Architecture Overview  
   - [x] Building a Running Pipeline  
   - [x] DAGs  
   - [x] DAG Runs — @KatalKavya96  
   - [x] Dynamic Task Mapping  
   - [x] Data-Aware Scheduling  
   - [x] Managing Connections  
   - [x] Managing Variables  
   - [x] Email Configuration  
   - [x] Add Tags for UI Filtering  
   - [x] Define Extra Links  
   - [x] Customize UI  
   - [x] Using Params in Trigger UI Form  
   
   ### Notes
   - All screenshots were validated against a local 3.1.0 instance.  
   - Checked both **dark and light mode consistency** where applicable.  
   - This PR completes the **core docs screenshot update initiative**.  
   
   


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