In your nuxt.config.ts do:

// https://nuxt.com/docs/api/configuration/nuxt-config

export default defineNuxtConfig({
  $production: {
   nitro: {
    preset: 'aws-amplify',
    awsAmplify: {
     runtime: "nodejs22.x"
    },
   },
  },
});