How to Detect Secret Credentials in your GitHub Repository?

All of us have, at some point, accidentally committed a password or API key that should not have been pushed. Once that is done, we all know what GitHub has to say about it. Warning: Once you have pushed a commit to GitHub, you should consider any d...