API Gateway becomes your HTTP server, your routing layer defined in Flask/Sinatra/Express & co is implemented in API GW integration configuration and handling routed requests is implemented as Lambdas that process events from API GW.
You’re always for all practical purposes locked into your infrastructure once your business grows.