The caulk likely failed because the surface of the shower wall was not cleaned thoroughly with a solvent, like alcohol.
The old caulk may peel off like a rope, or it may be cut off with a razor blade.
Caulk remover will not be effective. Any solvent that attacks the caulk will likely destroy the shower wall because they are similar materials.