Autumn is an open-source tool that simplifies the integration of Stripe for various pricing models, including subscriptions and usage-based billing, with minimal coding. It offers both cloud and self-hosted options, and provides essential functions for managing billing logic and customer access. Users can easily set up their environment and manage complex billing scenarios without dealing with backend complications.