Please do not implicitly trust anything generated by an LLM. Confident framing often appears indistinguishable from verified claim.
LLMs are game changers for learning, researching, and experimenting. They will boost your productivity. But approach your work in small iterations, and rely on primary (or well-regarded secondary) sources.
In the world of software, instrumentation is a primary source. Observability can help shed light on reality.