Datadog AI agent security monitoring findings

Datadog monitored internal AI agents with AI Guard and found application logs miss prompts, retrieved content, and tool results. Teams need an AI bill of materials tracking exact models, tools, and services. Over 70% of organizations use three or more models. Malicious LiteLLM versions 1.82.7 and 1.82.8 were published on PyPI.