Komodor Blog

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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.
Komodor | Komodor Launches Agentic Operations Platform Combining Ready-to-Run Automation With a Comprehensive Backbone for Custom Agents

Komodor Launches Agentic Operations Platform Combining Ready-to-Run Automation With a Comprehensive Backbone for Custom Agents

3 min read

Komodor today announced the Komodor Agentic Operations Platform which enables organizations to rapidly and safely deploy autonomous workflows to handle escalating burdens on production teams. Using the same infrastructure and tools that underpin Komodor's enterprise-proven AI SRE platform, organizations can now build or import their own agents under shared governance and context, and orchestrate them in end-to-end workflows for AI SRE, AI Software Operations, and Cost Optimization.

Multi-agent AI SRE architecture — illustration of autonomous incident investigation across complex cloud-native Kubernetes stacks

Building AI SRE Agents, Part 2: Leave the Laptop, Earn Trust

10 min read

The second stage of AI SRE maturity is moving the agent off your machine and pointing it at real clusters — read-only, in shadow mode — then climbing a trust ladder toward carefully scoped action.

Komodor | 4 Cloud-Native Challenges AI SRE Is Solving in 2026 and the 3 New Ones to Look Out For

4 Cloud-Native Challenges AI SRE Is Solving in 2026 and the 3 New Ones to Look Out For

5 min read

AI has evolved the SRE practice considerably, but like all things engineering, it's also opening the door to new challenges that came with it.

Komodor | 5 Optimization Blockers You Didn't Know Were Inflating Your Cloud Bill

5 Optimization Blockers You Didn’t Know Were Inflating Your Cloud Bill

5 min read

Distinct from waste, optimization blockers are structural constraints that prevent consolidation even when capacity exists to recover.

Komodor | Komodor Expands AI SRE Platform with Klaudia Memory for Faster, More Precise Incident Resolution

Komodor Expands AI SRE Platform with Klaudia Memory for Faster, More Precise Incident Resolution

3 min read

Klaudia Agentic AI unifies prior investigations, customer-approved runbooks, and architecture blueprints to operationalize institutional knowledge.

Komodor | The Investigator That Remembers: Inside Klaudia Memory

The Investigator That Remembers: Inside Klaudia Memory

6 min read

A closer look at how Klaudia Memory works under the hood and the engineering that goes into building the backbone of a true AI SRE platform.

Komodor | Building AI SRE Agents, Part 1: Start Local, Break Things, Learn Fast

Building AI SRE Agents, Part 1: Start Local, Break Things, Learn Fast

9 min read

The first stage of AI SRE maturity is a laptop, a throwaway cluster, and zero production access. Here's how to set it up, and what to watch for.

Komodor | Komodor Autonomous AI SRE Platform Selected by Nebius to Support Reliability Operations

Komodor Autonomous AI SRE Platform Selected by Nebius to Support Reliability Operations

2 min read

AI-native cloud company adopts Komodor to automate operational performance and reliability.

Every Klaudia agent is rigorously tested

Klaudia Under the Hood: How We Built an AI SRE That Actually Earns Trust

4 min read

In reliability engineering, being ‘mostly right’ is a liability. An AI SRE that sometimes misses root cause or gives a confident wrong answer at 2:17 AM has no place in an enterprise cloud environment.