Slabicki et al. used a correlation of DDB1 mRNA level with drug-sensitivity across hundreds of cancer cell lines as a strategy to discover that the CDK12 inhibitor CR8 recruits CDK12 to DDB1 and leads to the degradation of CCNK. Here, CDK12 is linked to cancer.