I agree with this statement a lot. Using Copilot saves you a lot of tedium if you are comfortable with the language already. If you are new to the language, then it might trip you up a bit (at least in its current incarnation).
Here is an example where it helps. I tried to initiate a connection to a Mongodb server using Python. While i have used many databases before, I have never used Python and MongoDB together. So, i knew i would have to have some kind of MongoDB library, a connection Factory and a connection string. I could have googled all of these things.
I did the following in VS Code using CoPilot.
def get_db():
"""Initialise a MongoDB connection to a local database"""
It then automatically filled in the rest.
db = getattr(g, '_database', None)
if db is None:
db = g._database =
MongoClient('mongodb://localhost:27017/')
return db
Notice above, that it knew i was using a flask environment and added the line getattr.
Why this is a productivity boost is that i did not have to alt-tab to a browser, search for "pythong mongodb tutorial example" and then type it out. I was able to do the whole thing from VS Code and since i use vsvim, i could do this without taking my fingers off of the keyboard.
This is the next jump since autocompletion. I like it.
Here is an example where it helps. I tried to initiate a connection to a Mongodb server using Python. While i have used many databases before, I have never used Python and MongoDB together. So, i knew i would have to have some kind of MongoDB library, a connection Factory and a connection string. I could have googled all of these things.
I did the following in VS Code using CoPilot. def get_db():
It then automatically filled in the rest. MongoClient('mongodb://localhost:27017/') Notice above, that it knew i was using a flask environment and added the line getattr.Why this is a productivity boost is that i did not have to alt-tab to a browser, search for "pythong mongodb tutorial example" and then type it out. I was able to do the whole thing from VS Code and since i use vsvim, i could do this without taking my fingers off of the keyboard.
This is the next jump since autocompletion. I like it.