Grounding
Infrastructure context helps agents reason with real service topology instead of generic cloud assumptions.
Cloud and infrastructure integrations give agents the grounding needed to investigate real environments: cloud accounts, Kubernetes clusters, VMware, SSH hosts, network devices, SaaS control planes, and reviewed infrastructure markdown.

What this page covers
Use cloud and Kubernetes connections for bounded runtime diagnostics.
Attach infrastructure documents that describe topology, ownership, failover, route tables, subnets, clusters, and operational notes.
Agents can save reviewed infrastructure context from chat after gathering evidence through available tools.
Operational detail
Cloud and infrastructure integrations give agents the grounding needed to investigate real environments: cloud accounts, Kubernetes clusters, VMware, SSH hosts, network devices, SaaS control planes, and reviewed infrastructure markdown.
Infrastructure context helps agents reason with real service topology instead of generic cloud assumptions.
Attached infrastructure is still filtered by document access and agent attachment before it appears in runtime context.
Good docs include environment labels, resource types, tags, provenance, owner, inventory snapshots, and failure-mode notes.
Related pages