Indexing the network layer for AI agents and engineers. Cluster-wide traffic made instantly queryable through Kubernetes, network, or API semantics.
Kubeshark transforms the network layer into data AI agents can search, reason over, and act on

Encrypted traffic is the biggest blind spot — hiding sensitive data across internal and external connections
Take immutable traffic snapshots, filter by what matters, and store for long-term retention — no extra tools required

See exactly how your applications behave and what information they carry. No more blind spots.
Alex Jones from Canonical describes why Kubeshark is a must have tool for Devops and SREs following a brief history of Wireshark and the importance of network analysis.
Abhishek Veeramalla, a DevOps evangelist, uses Kubeshark in his DevOps course to understand how services handle load balancing, service discovery, and exposing applications to the outside world.
Harsha Koushik, a security engineer, is using Kubeshark for traffic monitoring and threat modeling while comparing to other tools in the industry.