I haven't gotten COVID-19 (to my knowledge) but a common symptom is "brain fog"- basically the inability to clearly form thoughts in your head. I know as a programmer, being able to keep huge systems in my head is profoundly important to the job so any effect on that would be detrimental. Coupled with the added stress of the pandemic (and everything else) in general and I could see it being really hard.