I have gathered information about Datadog Watchdog, including its AI-based anomaly detection capabilities, the types of issues it identifies (related to APM, infrastructure, and logs), and its features like Root Cause Analysis (RCA) and Impact Analysis. The search results also provide context on the challenges of monitoring modern, complex IT environments, which will be useful for crafting the introduction. I have enough material to proceed with writing the blog post as requested.