How can I apply to grad school without needing letters of recommendation?

Some graduate programs may allow you to apply without letters of recommendation, but it is uncommon. Check the specific requirements of the programs you are interested in to see if this is an option. If not, consider building relationships with professors or supervisors who can provide strong recommendations for your application.