The diagnostic loop

Start from observable symptoms. Establish a timeline, reproduce the issue where safe, isolate the failing layer, test one hypothesis and verify the result.

Observe → Reproduce → Isolate → Hypothesize → Test → Verify → Document

Evidence first

Capture logs, timestamps, configuration state and relevant identifiers before making changes. Good evidence makes troubleshooting faster and reduces accidental changes to production systems.