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Deployment & infra
K

Kubernetes

Container orchestration with kubectl, APIs, dry-run, and declarative resources.

Agents can inspect clusters, propose manifests, diff/apply changes, and read logs if RBAC is scoped tightly.

Agent access evidence
CLI
native

kubectl supports get, describe, logs, diff, apply, rollout, and dry-run workflows.

Evidence
API
native

Kubernetes API reference covers resources and operations.

Evidence
Browser
strong

Dashboards vary; CLI is usually better for agents.

Evidence
Account creation
strong

Local clusters or managed cloud clusters; no central signup.

Evidence
Pricing clarity
strong

Open-source; managed cluster pricing depends on cloud provider.

Evidence
Docs quality
strong

Docs are comprehensive and versioned.

Evidence
Sandbox
strong

dry-run, local clusters, namespaces, and RBAC make staged changes possible.

Evidence