Currently, amp caches values in $HOME/.amp, which breaks concurrency. If we cache in $WORKSPACE, jobs can run in parallel. (Verify that composer .cache locks correctly.)
There's already a setting that might do the job, parameters: app_dir, it might be as simple as figuring out how to set that.
Externally tracked on the project page: https://github.com/totten/amp/issues/7