High dose ketoconazole and weekly docetaxel have both been shown to have activity against androgen independent prostate cancer (AIPC). We have demonstrated synergy in prostate cancer in an in vitro model. This is an open label phase I study of high-dose ketoconazole plus weekly docetaxel in patients with metastatic AIPC. The primary objective of this study will be to determine the side effect profile of ketoconazole when combined with weekly docetaxel therapy and determine the maximum tolerated dose (MTD) and a recommended phase II dose (RPIID) of docetaxel when combined with high dose ketoconazole. Since ketoconazole may alter the metabolism of docetaxel, this study will evaluate potential drug interactions and adverse events between these two agents. Ketoconazole dose will be 600mg per day (given 200 mg, three times a day), plus 30mg of hydrocortisone (20mg in the morning and 10mg in the evening), plus docetaxel 10-43 mg/m(2) in a dose escalation, repeated in 28-day cycles, comprising weekly treatments for three consecutive weeks followed by one week off. Each patient will be evaluated every four weeks for the duration of the study.