Aligning SRE and security for better incident response

Datadog redesigned their security roles and responsibilities to scale with their rapid growth, moving from a generalist model to a specialized one. They implemented clear "ownership" of security domains (like application, cloud, and data security) with dedicated teams, improving focus and accountability. This shift allowed them to better manage increasing complexity and proactively address emerging threats as the organization expanded.