riddhisharma-sudo commented on issue #62500:
URL: https://github.com/apache/airflow/issues/62500#issuecomment-4083454260

   Hi, I’m a 2026 student interested in working on this project for GSoC.
   
   I’ve been going through the proposal and I find the idea of making AI agents 
“Breeze-aware” very interesting, especially the challenge of reliably handling 
host vs container execution.
   
   From my understanding, one key part would be designing a robust environment 
detection mechanism (possibly using environment variables or filesystem 
markers), and exposing a simple interface that an agent can query to decide 
which commands to run.
   
   I’m also curious about how tightly the skill definitions should be coupled 
with Breeze CLI — for example, whether generating them directly from CLI 
docstrings via prek would be sufficient to avoid drift, or if additional 
validation layers would be needed.
   
   I’d love to get started contributing. Could you suggest a good entry point 
in the codebase (perhaps around Breeze CLI or prek integration) or any 
beginner-friendly tasks related to this?
   
   Thanks!


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