Infrastructure Knowledge Scoping for Agents

Calendar February 22, 2026
Cloud-Services
Intermediate, Advanced
Platform-Detection, Infrastructure-Scoping, Context-Analysis, Multi-Cloud-Operations, Agent-Workflow-Design
Agent-Patterns, Knowledge-Scoping, Multi-Cloud, Kubernetes, Aws, Azure, Gcp, Platform-Detection, Context-Awareness, Iam, Resource-Hierarchy, Infrastructure-as-Code
Kubectl, Aws-Cli, Gcloud, Az-Cli, Terraform, Helm

Infrastructure Knowledge Scoping for Agents#

An agent working on infrastructure tasks needs to operate at the right level of specificity. Giving generic Kubernetes advice when the user runs EKS with IRSA is unhelpful – the agent misses the IAM integration that will make or break the deployment. Giving EKS-specific advice when the user runs minikube on a laptop is equally unhelpful – the agent references services and configurations that do not exist.