At work, I have my Claude set up to go through the issue tracker, source control, dashboards, team Slack channels, calendar appointments, and have it look for things like upcoming scheduling issues and deadlines that might get tough. A lot of those services need a corporate VPN or access to my local machine for the LLM to get the information right.

Nothing I can't do myself (and generally I do keep an eye on that sort of thing), but it did catch a holiday for my foreign team members that seemed to have gone unnoticed, and remarked about a status mismatch between Jira and source control that made the dashboard misrepresent progress. It's not much, but it's an extra little check that works quite well.

Another trick I'm experimenting with is having Claude rebase my open PRs waiting for review every day, and auto-solving conflicts when they arise. I don't trust it enough to let it push code to the repository, but I think I have the prompt set up in such a way that I might soon start using it.