DrDroid is changing how engineering teams address production incidents. Our Context Engine and Knowledge Graph technology enable rapid identification of root causes, reduce resolution times, and cut operational costs. By integrating with existing monitoring tools, our solution provides contextual awareness that is missing from traditional alerting systems, ultimately reducing Mean Time to Resolution (MTTR) and improving service reliability.