Exhibitor Talk - Datadog

In this talk, we will describe our ongoing efforts at Datadog AI Research. We are tackling ambitious research areas grounded in real-world challenges in cloud observability. Some of our ongoing directions are: (1) Observability Foundation Models for forecasting, anomaly detection, and multi-modal telemetry analysis (logs, metrics, traces, etc.); (2) Site Reliability Engineering (SRE) Agents to detect, diagnose, and resolve production incidents; and (3) Production Code Repair Agents that leverage code, logs, and runtime data to identify and fix performance issues.