> Can you audit/review/identify issues in a codebase if you've never written code?

Actual knowledge about systems work much better more often than not, LLMs are not sentient and still need to be driven to get decent results.

The "write code to call tools instead of calling them directly" has been such an obvious path, the team at Huggingface & smolagents figured that out a while ago, agents that write code instead of natural language are just better for most cases.