Data Loss Prevention (DLP) is not just about guarding databases or locking down S3 buckets. In Git, secrets can bleed into history. Once committed, they don’t vanish with a simple rollback. Rebasing doesn’t clean the stain—it can spread it deeper.
When merging or rewriting history with git rebase, every commit is touched. If sensitive data existed in a commit tree, DLP becomes critical before, during, and after the rebase. Without detection in the workflow, secret keys, passwords, and private data can move silently into branches, PRs, and CI/CD logs. This is how production keys end up in the wrong hands.
Good DLP for Git isn’t reactive—it’s proactive. It scans while you work. It hooks into your development tools. It stops bad code before it becomes part of the permanent record. This means pattern-matching for secrets, structured data recognition, context-aware scanning, and policy enforcement at commit, push, and pull request events.