The study tracked around 800 developers, comparing their output with and without GitHub’s Copilot coding assistant over three-month periods. Surprisingly, when measuring key metrics like pull request cycle time and throughput, Uplevel found no meaningful improvements for those using Copilot.
I basically exclusively use LLMs to explain broad concepts I’m unfamiliar with. a contrived example would be ‘what is a component in angular’ or ‘explain to a c# dev how x,y, and z work in rust’ The answers don’t need to be 100% accurate and they provide a nice general jumping point to get specific information.