Letters of recommendation are ubiquitous in the research enterprise. Requesting, writing, and reviewing letters of recommendation are all fraught with bias, especially for individuals from groups historically excluded from research environments. We detail how letter reviewers, requesters, and writers can make letters of recommendation a more equitable tool to evaluate scientists.