Spent an hour last week cutting a CI pipeline from 14 minutes to 3. The trick: actually look at the dependency graph instead of running everything sequentially. Test jobs that don't share state can run in parallel. Add layer-aware caching and you're mostly there. Low-hanging fruit most teams ignore.