A recent incident reported by Sysdig shows that a skilled hacker managed to exploit a vulnerability in Marimo notebooks, gaining access to an SSH bastion within just eight seconds. This rapid movement highlights how quickly attackers can pivot from one compromised system to another once they breach initial defenses. The findings emphasize the increasing sophistication of human attackers, particularly in an environment where artificial intelligence is also speeding up the exploitation process. Companies using Marimo notebooks should be particularly vigilant, as the threat actor's swift actions demonstrate the serious risks associated with unpatched vulnerabilities. This incident serves as a reminder of the need for robust security measures and timely updates to prevent similar attacks.