Dynatrace

Evidence (3)

• 8The New Stack·10/1/2026funding
  Dynatrace completes $915M acquisition of Arize to expand AI observability

  Dynatrace has officially closed its $915 million acquisition of Arize, combining its application and infrastructure observability with Arize’s AI observability capabilities. The companies say the goal is to better trace, evaluate, and debug the behavior of AI models and agents, which can fail even when underlying systems appear healthy.

• 5The New Stack·9/13/2026research
  AI Observability Gaps Expose Silent Failure in Production

  The article argues that traditional CI, evals, and traces are not enough to diagnose AI features that can return wrong answers while still appearing healthy. It uses Dynatrace’s 2026 SRE and Platform Engineering survey to show that observability is widely used but not fully integrated across deployments, and explains how runtime telemetry helps trace symptoms back to releases, tool calls, and retry behavior.

• 7The New Stack·7/27/2026product_launch
  Dynatrace adds autonomous SRE agents and no-code agent building

  Dynatrace announced new updates to its Intelligence service, including autonomous agents for incident triage and remediation, plus no-code custom agent creation. The company says the platform combines agentic AI with deterministic, real-time context and keeps human oversight in place as customers move gradually toward higher autonomy.