By not reviewing, reading, or understanding the code generated by agentic LLMs the output is effectively like a compiler. However, a compiler has deterministic behaviour that can be repeated and verified.

The behaviour/output of an LLM is not like that. Ask an LLM to create a dashboard to show games by genre and it will generate different results with each run, and each model/model version produces wildly different results.