A critical remote code execution (RCE) vulnerability in Langflow, an open-source AI-pipeline tool, was exploited by attackers within 20 hours of its disclosure, prompting a warning from the US Cybersecurity and Infrastructure Security Agency (CISA) for immediate remediation. The flaw, which enables arbitrary code execution on vulnerable Langflow instances without requiring credentials, was quickly weaponized and used to target honeypot nodes across multiple cloud providers and regions. According to a report by Sysdig, the attacks began shortly after the vulnerable instances were set up, demonstrating the speed at which threat actors can capitalize on newly disclosed vulnerabilities. The rapid exploitation of this flaw highlights the importance of swift patching and remediation, as even a short window of exposure can be enough for attackers to launch successful exploits1. This underscores the need for practitioners to prioritize timely updates and security measures to protect against such vulnerabilities.