Charul00 commented on issue #62500:
URL: https://github.com/apache/airflow/issues/62500#issuecomment-4735416243

   Hi @jason810496 and @potiuk, I know the GSoC 2026 timeline has already moved 
forward, but I’m still interested in understanding and contributing to this 
area.
   
   My current understanding is that the goal is to make AI coding agents more 
Airflow-aware, especially around Breeze-based contributor workflows. The agent 
should be able to detect whether it is running on the host machine or inside a 
Breeze container, decide which commands are appropriate in each context, run 
static checks or targeted tests correctly, and handle command failures with 
clear next steps.
   
   I also understand that this is not just about exposing Breeze commands 
directly, but about encoding the right contributor workflow so that AI tools 
can follow Airflow’s development process more reliably.
   
   Could you please suggest a small starter contribution, related issue, or PoC 
area that would be useful for someone trying to get involved in this work after 
the GSoC timeline?


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