The Log4Shell vulnerability, officially known as CVE-2021-44228, is a critical security flaw in the Apache Log4j 2 library, which has left millions of applications and devices globally exposed to potential cyberattacks. This zero-day vulnerability allows remote attackers to take control of affected systems, creating significant pressure on security teams to identify and remediate the issue promptly. Traditional application security tools, such as software composition analysis, often fall short in addressing the complexity and scale of the vulnerability, leading to delays and false positives in identifying affected systems. In contrast, modern cloud observability platforms with integrated AIOps offer a more holistic and efficient approach, providing real-time monitoring and a comprehensive overview of affected systems and their dependencies. These platforms enable security teams to prioritize remediation efforts based on the severity and context of the vulnerability, using tools like the Davis Security Score to assess real-time risk. As the situation evolves and new vulnerabilities are discovered, the agility and precision of modern observability solutions become crucial in managing the ongoing threat posed by Log4Shell.