Unified SDK/proxy to tune and access Google models with OpenAI-like flow

Why is it so annoying to setup a tuned model with Google??? why does normal docs reference aistudio from google and when you tune a custom it's a completly different flow, url, token? I just want to tune a model, use my token and access it, just like with openai...