With the capability to understand context and offer code suggestions, copilot and other AI-based tools are playing a key role in shaping the application AI coding development landscape. On average, the participants would spend 27% of these time on code debugging, reviews, and testing. While this might not look like much, 25% of the rest of the time was burned on meetings and emails. Only 15% was left for deep, focused coding work.