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Have you considered determining NPC gender randomly?
(ttrpg.network)
At some point in the past, I noticed that I had a strong tendency to make NPCs male, even though there wasn't any good story or setting-specific reason to do so. From gods to villains to random shopkeepers - most of these were assigned male without me even realizing that I have been doing it.
Thus, I started to assign genders by the roll of a dice - and I am fairly pleased with the results as this made the world significantly more diverse.
How about you? Have you noticed any similar biases in your own NPCs - and if so, what did you do about this?
I roll on a table for sex and gender when making random NPCs. If I don't, I'll design the entire character without ever assigning any of that and won't realize it until playtime.