+----------------------------+
|        Coder Agent        |
| - Generates Code          |
| - Learns patterns         |
| - Optimizes logic         |
+----------------------------+
             |
+----------------------------+
|   Shared Understanding     |
| - Language rules           |
| - Functional goals         |
| - Iterative improvement    |
+----------------------------+
             |
+----------------------------+
|     Adversary Agent       |
| - Finds bugs              |
| - Suggests attacks        |
| - Tests edge cases        |
+----------------------------+