61-year-old female with T1DM presented with subacute progressive gait instability dysarthria, and headache that worsened in the last weeks. She required assistance to ambulate, and exhibited bilateral dysmetria, worse on the left, diminished vibration sense in lower extremities with preserved strength and a 7-year history of left gaze diplopia that acutely worsened to all gazes. Initial workup including CT brain and spine, serum autoimmune panel, and brain MRI with cerebellar protocol were unremarkable. Given high suspicion for autoimmune cerebellar ataxia, IV methylprednisolone was started. A second LP on day three of pulse steroids showed positive CSF GAD65 antibody, elevated gamma globulin, and monoclonal IgG with lambda light chain on immunofixation, confirming intrathecal antibody synthesis. Malignancy screening was negative. On day 4 of steroid therapy, marked improvement was noted with resolution of dysmetria, improved speech, gait, and diplopia limited to lateral gaze only. She was discharged on an oral prednisone taper with outpatient follow-up.