The latent human immunodeficiency virus (HIV) reservoir in patients poses a problem for HIV cure. Here, Li et al. show that a combination of compounds inducing viral reactivation and cell death, inhibiting autophagy and blocking new infections can eliminate HIV infection in 50% of humanized HIV infected mice and in blood samples from infected patients.