I worked for a place that didnt value solid engineering in this way, and our systems where always so janky and half broken. I dont expect building Spanner, but being able to migrate certain huge tables at all would be nice. But no, they always balked at spending time building engineering tools. Even a solid job execution system would be cool, but no, janky it is.