Systematic debugging investigation

Move from symptoms to testable hypotheses.

Debug {{symptom}} using {{logs_and_context}}. Restate the observed versus expected behavior, create ranked hypotheses, and specify the cheapest discriminating test for each. Trace relevant data and control flow, identify missing instrumentation, and propose the smallest safe fix only after the evidence supports a root cause.