How can I get categorical variables to not bake into the intercept and set up priors for all levels?

How can I get categorical variables to not bake into the intercept and set up priors for all levels?

See Categorical factor coding in stan for discussion of various codings of categorical variables. brms honors global options for factor coding: Contrast coding with brms