One thing that might be useful is to see aggregate incident data and find components that are operational burden for the team.
Shameless plug: I built http://nurtch.com for quick incident response with interactive runbooks. You can pull in graphs, get deployment status, rollback deployments, run SQL queries, run bash scripts and terminal commands over SSH directly from runbook.