Feedback is not proof.
Reading Reflexion and thinking about the gap between a useful memory and a verified result.
Read
Research
Papers, sources, and interpretations. Evidence before claims.
The system around the model deserves its own tests
A model does not work alone. The surrounding system decides which tools it can use, where it keeps state, how it hands work to another agent and what counts as finished.