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Production MCP Starts Here

Demystify agentic traffic with Linkerd, the only AI-aware service mesh to give you metrics on resource, tool, and prompt usage like failure rate, latency, and throughput in the observability stack you already use.

Auditable zero trust security

Auditable zero
trust security

Say goodbye to IP-based access control, perimeter firewalls, and buffer overflow exploits. Say hello to workload identity, end-to-end encryption, and deny-by-default security policies.

Ultra-high availability

Ultra-high
availability

Scale out across multiple clusters, remove single points of failure, dynamically redistribute application traffic in response to latency or instability, and transform your Kubernetes platform into a truly resilient distributed system.

Network and cloud cost savings

Network and cloud
cost savings

Decommission expensive application load balancers, reduce cloud costs with zone-aware load balancing, and reduce latency—all without sacrificing reliability.