The Short Version
Veterinary and scientific literature treats the dog coat as hair produced by hair follicles. The common “hair versus fur” distinction is mostly colloquial, not an anatomical contradiction. Rare hairless breeds are exceptions in appearance, not evidence against the species-level fact.