Agent: Even when errors are encountered, it should not be unrecoverable

e.g. How to continue from here:

<img width="1738" height="2220" alt="Image" src="https://github.com/user-attachments/assets/22ce5b0f-401f-42ab-ac56-3bb7dc3937c9" />