Decided to fix the cache stamped bug fix induced error that only catches a specific transport exception or maybe even a wrong one. I need to catch all the transport exception that a downstream API provider might throw.

On the other hand I realized, my modest subscription for Codex AI has cap hence it's always better to give a lot of the work to Jarvis so that when a cap reaches it only affects my ChatGPT usage in the web and not the Codex subscription one.