Kctx – A read-only Kubernetes context engine for SREs and AI Agents

Kctx is a read-only Kubernetes context engine designed for SREs and AI agents, providing a secure, stateless way to introspect cluster state without granting write permissions. It exposes a structured, queryable interface that reduces the risk of accidental mutations, making it ideal for automation, observability, and agent-driven operations. Its interesting value lies in bridging the gap between human SRE workflows and AI tooling, enabling safe, auditable, and efficient cluster inspection at scale.