Komodor Blog

Komodor articles
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Welcome to Komodor's blog, your go-to resource for insights on all things Kubernetes. Stay tuned for expert advice, in-depth tutorials, and the latest industry trends to help you throughout your K8s journey.
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Contextualizing AI SRE: How Klaudia Leverages Organizational Knowledge

5 min read

For an AI SRE to be safe and effective, it cannot rely on generic training data alone. It needs context. Klaudia solves this through a dual-layer approach to context engineering: the Organization Blueprint and the Knowledge Base Integration.

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Building Trust in the Machine: A Guide to Architecting Agentic AI for SRE

5 min read

This article explores the technical realities of building Klaudia, an agentic AI solution for Cloud-Native infrastructure.

Autonomous Self-Healing Capabilities for Cloud-Native Infrastructure and Operations

6 min read

With autonomous self-healing and continuous optimization, we're flipping the script on the traditional management model. Organizations can move from firefighting to proactive resilience. The traditional reactive model can't scale with the complexity and pace of modern cloud-native infrastructure. Teams that adopt autonomous operations gain compounding advantages: more time for innovation, lower operational costs, better reliability, and SRE teams focused on building the future instead of firefighting the present.

Market Guide for AI Site | Komodor

Komodor 2025 Enterprise Kubernetes Report Finds Nearly 80% of Production Outages are Due to System Changes

3 min read

Operations data from hundreds of customers reveals that platform teams lose 34 workdays per year resolving issues, and consistent over-provisioning escalates unnecessary cloud costs.

Illustration of a cloud dashboard cockpit steering toward a Kubernetes icon, representing Kubernetes Cost Optimization Done Right.

Kubernetes Cost Optimization Done Right

6 min read

At Komodor, we’ve always believed Kubernetes management has to be holistic. That’s why our platform is built on four pillars: health and reliability, access governance and user management, drift detection, and cost optimization. And now, we’re taking that last pillar to a new level. Beyond showing you where your money is going, we’re helping you improve efficiency safely, automatically, and intelligently.

Unlocking Cost Optimization Through Full-Stack Kubernetes Visibility

5 min read

Discover how Komodor revolutionizes cost optimization with full-stack Kubernetes visibility, turning operational insights into actionable savings. Dive into how deep telemetry analysis and AI-driven insights empower platform teams to streamline expenses while maintaining performance integrity, ensuring every cent spent aligns with your production realities.

Port + Komodor: Bringing Kubernetes Visibility into the Modern Commercial IDP

3 min read

Port gives teams the tools to build IDPs that are usable, governed, and extensible. Komodor brings Kubernetes into that equation—not as another silo, but as a native part of the experience.

Scale Anything: How Komodor Enhances Autoscaler Capabilities

5 min read

Komodor’s new add-on support for autoscalers provides unparalleled visibility into the behavior of autoscalers in your K8s environments. This ensures they perform efficiently and avoid common pitfalls while integrating effectively within your Kubernetes systems. By offering real-time insights, automated troubleshooting and proactive optimization, Komodor enhances your understanding of autoscaler dynamics and helps prevent costly mistakes.

The AI Model Showdown – LLaMA 3.3-70B vs. Claude 3.5 Sonnet v2 vs. DeepSeek-R1/V3

4 min read

We tested DeepSeek’s models head-to-head against industry leaders in solving real-world Kubernetes challenges.