Comment by empath75
What AI development has done for my team is the following:
Dramatically improved Jira usage -- better, more descriptive tickets with actionable user stories and clearly expressed requirements. Dramatically improved github PRs. Dramatically improved test coverage. Dramatically improved documentation, not just in code but in comments.
Basically all _for free_, while at the same time probably doubling or tripling our pace at closing issues, including some issues in our backlog that had lingered for months because they were annoying and nobody felt like working on them, but were easy for claude to knock out.
I'd be willing to bet that your AI written issues, docs, etc look impressive initially but are extremely low signal to noise. You might be checking some boxes (docstrings, etc) but I do not envy anyone on your team that needs to actually read any of that stuff in the future to solve an actual problem.