Doesn't work well with nested directories

Given a file tree `dockerfiles/Dockerfile`, the following scenarios will not build:
* putting `Bobfile` in `dockerfiles/` dir
* putting `Bobfile` at the top level
* setting `Dockerfile:` value in yaml file to `dockerfiles/Dockerfile`
* setting `Dockerfile:` value in yaml file to `Dockerfile`