Best AI tools for devops engineers

CI/CD, infrastructure as code, observability, and deployment tools.

Top 24 tools for devops engineers

Ranked by role fit + community rating. 2 categories covered.

22 tools

Open-source tool that scans Kubernetes clusters and uses LLMs to explain failures in plain English.

Desktop IDE for Kubernetes — visualize, manage, and debug clusters through a rich graphical interface.

Declarative GitOps continuous delivery for Kubernetes — Git is the source of truth, clusters converge automatically.

CNCF GitOps toolkit for Kubernetes — a set of controllers that keep clusters in sync with Git repositories.

Infrastructure-as-code CI/CD platform — policy-driven workflows for Terraform, OpenTofu, Pulumi, and Kubernetes.

Remote state and operations platform for Terraform and OpenTofu with a hierarchical environment model.

2 tools

Agentless cloud security platform — CSPM, CWPP, CIEM, and vulnerability scanning across AWS, Azure, and GCP.

Agentless cloud security platform with SideScanning — full cloud-asset risk visibility without running agents.