DrDroid is changing how engineering teams address production incidents. Our agentic architectural pattern, called Dynamic Memory Retrieval (DMR) enabled us to build a world-class AI Agent for Site Reliability, Infrastructure, production operations and platform tasks. This pattern helped us build an AI agent that behaves like a fellow senior engineer in the team and understands your production systems, infrastructure, architecture and domain patterns. Users comfortably use internal jargons, watch the agent navigate between multiple tools even when the names aren’t exactly matching and often see the agent outpacing their senior engineers in production investigations.