Komodor is an autonomous AI SRE platform for Kubernetes. Powered by Klaudia, it’s an agentic AI solution for visualizing, troubleshooting and optimizing cloud-native infrastructure, allowing enterprises to operate Kubernetes at scale.
Proactively detect & remediate issues in your clusters & workloads.
Easily operate & manage K8s clusters at scale.
Reduce costs without compromising on performance.
Guides, blogs, webinars & tools to help you troubleshoot and scale Kubernetes.
Tips, trends, and lessons from the field.
Practical guides for real-world K8s ops.
How it works, how to run it, and how not to break it.
Short, clear articles on Kubernetes concepts, best practices, and troubleshooting.
Infra stories from teams like yours, brief, honest, and right to the point.
Product-focused clips showing Komodor in action, from drift detection to add‑on support.
Live demos, real use cases, and expert Q&A, all up-to-date.
The missing UI for Helm – a simplified way of working with Helm.
Visualize Crossplane resources and speed up troubleshooting.
Validate, clean & secure your K8s YAMLs.
Navigate the community-driven K8s ecosystem map.
Who we are, and our promise for the future of K8s.
Have a question for us? Write us.
Come aboard the K8s ship – we’re hiring!
Discover our events, webinars and other ways to connect.
Here’s what they’re saying about Komodor in the news.
Join the Komodor partner program and accelerate growth.
Compare Komodor vs. Azure SRE Agent
Don’t settle for “cloud-native” tools that only see one cloud; embrace the only autonomous AI SRE platform that unifies multi-cloud 95% accurate troubleshooting with cost savings and self-healing.
Azure’s agent is designed as a general-purpose operations teammate. In contrast, Komodor’s Klaudia Agentic AI architecture uses over 50 specialized SME Agents purpose-built for cloud native infrastructure, including Istio, ArgoCD, and custom CRDs—delivering a proven 95% accuracy rate that generic cloud agents cannot match.
While the Azure SRE Agent is heavily optimized for the Microsoft ecosystem, it naturally creates vendor lock-in and struggles with hybrid or non-Azure environments. Komodor is entirely cloud-agnostic, providing a visual “single pane of glass” that unifies operations across EKS, AKS, GKE, and on-premises clusters.
The Azure SRE Agent focuses primarily on alert investigation and incident response. Komodor looks at cost from a reliability angle, offering unique capabilities like Intelligent Pod Placement for unevictable pods and automated rightsizing that can slash compute costs by up to 70% without risking downtime.
No. The Azure SRE Agent is designed as a “teammate” to assist with general Azure operations. Komodor is a comprehensive AI SRE Platform that provides deep, infrastructure-centric visibility and management for cloud native infrastructure at enterprise scale, regardless of where your clusters are hosted.
Yes. While Azure’s agent focuses on investigation, Komodor features multiple cost optimization capabilities. It uses Intelligent Pod Placement to resolve node fragmentation issues, specifically targeting “unevictable pods” that traditionally block standard autoscalers—unlocking savings of up to 70%.
Komodor’s Klaudia AI has a 95% proven accuracy rate grounded in 5 years of Kubernetes-specific domain knowledge. User feedback indicates that the Azure SRE agent can sometimes “work poorly” or produce less precise results for complex, multi-layered cloud-native failures.
Absolutely. Komodor offers configurable autonomy. You can set policies that allow for fully autonomous self-healing in non-prod environments while requiring a senior engineer’s “1-click” approval for critical production remediation.
Komodor is designed for instant time-to-value. You can be up and running in minutes by installing a lightweight agent via a Helm chart, with no complex infrastructure changes or months-long “learning” periods required.
Yes. Komodor is designed to be complementary, not competitive, to your existing observability stack. It can integrate with Azure Monitor to fetch traces and logs but adds its own layer of enriched intelligence to correlate those signals with specific Git commits or configuration updates.
See why Dev, Platform & FinOps teams love Komodor on G2
Mid-Market
Komodor is the only platform that provides a contextual understanding of everything running in your clusters; from workloads and native resources to critical add-ons like service meshes and autoscalers. Battle-tested and purpose-built for demanding large scale enterprise environments, who prioritize cost optimization with reliability.
Powered by Klaudia Agentic AI, Komodor rapidly resolves the resource inefficiencies and performance-killing bottlenecks that inflate your cloud bill. Komodor’s specialized agents autonomously correlate live telemetry with historical data to get to the fastest and most accurate root cause analysis today.
Gain instant visibility into your clusters and resolve issues faster.
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