I've been using AI coding assistants across our engineering team for over a year. Working in a data department, we had some privilege to experiment and use Claude, Roo-Code and other in-house agents for our daily workflow.

The pattern emerged slowly. Junior developers shipping features faster than before, which was great. Code reviews taking...