Kubling

What Kubling is

Kubling gives AI agents and automation a bounded representation of live IT and OT state, federated from the systems where that state resides. It makes entities, relationships, source ownership and permitted actions explicit, allowing queries and mutations to span databases, APIs and infrastructure. Providers translate operations into each source’s native protocol while keeping their credentials, logic and release cycles; Kubling handles federation, planning and policy. The OpenAPI provider exposes API operations as relational entities and maps changes back to HTTP operations. Deployments can use local providers, connect to other Kubling instances, or combine the two without a required central instance. Providers are independent services using a public gRPC contract and can be implemented in any language that supports gRPC. The catalog includes Cassandra, Kubernetes, OpenAPI and Redis providers, plus an in-memory reference provider. The provider protocol, Go SDK and official providers are open source, but the engine is not. Kubling presents use cases in data center, IT and platform, and industrial operations. Its quickstart requires Git, Docker Engine and Docker Compose v2. Provider APIs and releases are pre-1.0, and the catalog recommends pinning exact image versions and checking compatibility notes before upgrades.