In a lot of cases, a different mindset, tools, asking questions and process are required for debugging production issues.
Tools like access to correct logs, stats etc.
Questioning like whether I have enough context, which part of code is it related to etc.
Process like replicating the issue.
Mindset of an investigator to go deep into the root cause and not just surface level solutions.