In the fast-paced world of cybersecurity, bringing context to new vulnerabilities quickly is more important than ever. As a Threat Researcher at Datadog, I've been involved in developing an approach to deploying honeypots using CI/CD pipelines. This method allows us to rapidly set up honeypots in real-world environments, tailored specifically to the technologies our customers use.