The systems and methods herein include engineering a host to produce psilocybin using engineered enzymes, genetic changes, and exogenous psilocybin precursor addition (e.g., addition of L-tryptophan to a growing culture of a psilocybin producing recombinant host strain). The process occurs in genetically engineered host cell(s) that can produce psilocybin.