How to avoid HTTP request to get Strapi data running own server as single process

That is exactly what Strapi is not designed to do. What you are describing is basically a “coupled” CMS. Strapi is designed as a headless, meaning it’s designed to be ran on it’s own and “frontends” also known as “channels” connect to it over a common API (in this case REST or GraphQL) via HTTP requests.

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