Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Confluence is often used to store important knowledge inside an organization: runbooks, technical documentation, project plans, onboarding materials and incident notes along with internal procedures. When this data is deleted, overwritten, corrupted or simply unavailable, teams can lose the information needed to keep work processes moving forward.

The terminal output was still scrolling when Jer Crane, the founder of PocketOS, realized what had happened. Nine seconds. That is how long it took a coding AI agent to delete his production database, his backups, and three months of operational records. PocketOS was using Cursor for what should have been a routine task in a test environment.

Building a resilient CI/CD pipeline means protecting every piece of data that makes your code run. Your environment variables, secret tokens, and configuration files demand the exact same security as your core repositories. Traditional backup protocols leave these assets completely vulnerable to silent manipulation. If ransomware subtly modifies your archived backup, executing a restore will deploy the corrupted files straight into production.