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.
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. 

Komodor | The Two-Sided Scheduling Problem: Reaching the Next Layer of Cloud Savings

The Two-Sided Scheduling Problem: Reaching the Next Layer of Cloud Savings

4 min read

You’ve deployed Karpenter and tightened your resource requests, but while you saw an initial dip in your cloud bill, your savings have flatlined.