Let’s Encrypt is a non-profit certificate authority that provides X.509 certificates for Transport Layer Security (TLS) encryption at no charge. It works with HAProxy by providing the SSL certificates that HAProxy uses for SSL termination. This ensures that all communication between the client and the server is encrypted, enhancing the security of your website.