GitHub Copilot assists DevOps engineers by auto-generating CI/CD pipeline configurations, Dockerfile definitions, and Kubernetes YAML manifests from natural language prompts, reducing boilerplate scripting time significantly.

Dynatrace's Davis AI engine automatically detects infrastructure anomalies, performs root cause analysis across distributed systems, and triggers automated remediation workflows without human intervention in many routine incident scenarios.

Pulumi Copilot uses AI to generate infrastructure-as-code in multiple languages (Python, TypeScript, Go) from plain English descriptions, allowing engineers to scaffold cloud resource deployments on AWS, Azure, and GCP conversationally.