AI-Powered Template Generation
Let developers describe what they need. Get a production-ready, compliant Kro template in seconds, not hours.
The Challenge
"How do I let developers create infrastructure templates without requiring them to learn Kro internals, YAML syntax, and our compliance requirements?
Writing Kro templates today requires deep knowledge of ResourceGraphDefinitions, proper annotations, and organizational policies. The AI Template Builder bridges that gap.
From Intent to Infrastructure
The AI Template Builder is a trained agent that understands Kro and Knodex conventions. Developers describe what they need (a PostgreSQL database, a Redis cache, a full microservice stack) and the agent generates a complete ResourceGraphDefinition with proper annotations, catalog metadata, and resource dependencies. Every template is validated against your OPA Gatekeeper constraints before it's committed, ensuring compliance without friction.
I need a managed PostgreSQL database with 3 replicas, medium instance size, automated backups, and a connection secret for the backend team.
Here's your ResourceGraphDefinition with catalog annotations, schema, and backup configuration:
Key Capabilities
Intelligent template generation with built-in guardrails
Natural Language to Template
Developers describe what they need in plain English. The AI agent translates intent into a fully structured Kro ResourceGraphDefinition.
Kro & Knodex Best Practices
Every generated template follows Kro conventions. Proper annotations, resource dependencies, and Knodex catalog metadata are applied automatically.
Compliance-Aware Generation
Templates are validated against your OPA Gatekeeper constraints before they're even committed. Non-compliant resources never make it to the cluster.
Annotation Auto-Enrichment
The agent adds required labels, annotations, and metadata so templates are instantly catalog-ready. No manual tagging needed.
Secure by Default
Generated templates inherit your organization's security policies. Resource limits, network policies, and RBAC bindings are baked in from the start.
Iterative Refinement
Developers can refine templates through conversation: adjust resource sizing, add dependencies, or change configurations without touching YAML.
Generate Templates with AI
Stop writing YAML from scratch. Let your developers focus on what they need, not how to define it.