This is an interesting new open source project, designed to clear one particular form of technical debt in backend systems: pipeline debt. It uses automated pipeline testing that is applied to data (rather than code) at batch time (rather than at compile or deploy time).
https://medium.com/@expectgreatdata/down-with-pipeline-debt-introducing-great-expectations-862ddc46782a
