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. Ciroos
Move beyond simple chat-based “teammates” with a production-proven autonomous AI SRE platform that visualizes, troubleshoots, and remediates cloud native infrastructure at scale.
Komodor doesn’t just provide suggestions; it can execute fixes, rollbacks, and configuration changes autonomously or with “human-in-the-loop” approval. While AI SRE assistants like Ciroos focus on chat-based RCA, Komodor actually closes the loop to reduce MTTR to seconds.
Komodor treats cost as a technical reliability challenge, offering unique features like intelligent pod placement for unevictable pods and smart headroom. Competitors like Ciroos are primarily focused on incident investigation and lacks these deep infrastructure-saving capabilities.
Komodor is already used in large enterprise environments like Cisco, Dell, and many more. Ciroos is a early-stage startup whose RCA takes minutes with no published accuracy metrics. Furthermore, Ciroos lacks deep enterprise-grade controls and publicly known customers.
A SRE “teammate” or “assistant” like Ciroos is typically a chat-first interface that responds to user questions and provides suggestions. Komodor is a comprehensive platform that proactively monitors your entire infrastructure, visualizes every change, and can take direct action to remediate issues or optimize costs without waiting for a user to ask the right question.
Ciroos is primarily suggestion-driven, focusing on providing root cause analysis and guidance for human engineers to follow. Komodor offers full autonomous remediation, allowing the platform to resolve known failure patterns or roll back bad deployments automatically based on your defined policies.
Ciroos does not currently offer dedicated cloud cost optimization or FinOps features. Komodor provides up to 70% in cloud savings through dynamic rightsizing and intelligent pod placement that resolves the “unevictable pod” problems that block standard autoscalers.
Yes. While many tools wrap a single LLM like ChatGPT, Komodor’s Klaudia AI utilizes a multi-agentic architecture with hyper-specialized SME agents. These agents draw on 5 years of deep Kubernetes-specific domain knowledge and live cluster data to achieve a proven 95% accuracy rate in real production scenarios.
Ciroos is primarily a Slack “teammate” designed for conversational investigation and incident timeline generation. It focuses on helping you “chat with your data” to find a root cause after an alert fires. In contrast, Komodor is a comprehensive visual platform that provides a “single pane of glass” dashboard. This includes a visual change intelligence timeline that tracks every deployment and config change across your entire fleet, allowing you to see exactly what changed and why, without needing to ask the AI the right question first.
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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