India experienced a mass exodus of informal sector workers who were heading out of cities, bound homewards. Given the paucity of transport infrastructure, this is translating into one of the greatest mass tragedies of post-independence India. This has been rationalised as a combination of people moving out because of a lockdown-induced loss of earnings and irrational fears stoked by the pandemonium. This exodus is, in fact, a perfectly rational response to the rapid spread of the virus in informal housing localities. Three different policies are outlined whose combination could have, and can still, reduce, if not entirely stop, the exodus.