For me this is a huge boost in productivity. If I remember how I was working in the past (example of Google integration):

Before:

    * go through docs to understand how to start (quick start) and things to know
    * start boilerplate (e.g. install the scripts/libs)
    * figure out configs to enable in GCP console
    * integrate basic API and test
    * of course it fails, because its Google API, so difficult to work with
    * along the way figure out why Python lib is failing to install, oh version mismatch, ohh gcc not installed, ohh libffmpeg is required,...
    * somehow copy paste and integrate first basic API
    * prepare for production, ohhh production requires different type of Auth flow
    * deploy, redeploy, fix, deploy, redeploy
    * 3 days later -> finally hello world is working

    * Hey my LLM buddy, I want to integrate Google API, where do I start, come up with a plan
    * Enable things which requires manual intervention
    * In the meantime LLM integrates the code, install lib, asks me to approve installation of libpg, libffmpeg,....
    * test, if fails, feed the error back to LLM + prompt to fix it
    * deploy