AI Agent Observability: What to Track on Every Agent Run
6 min readA “successful” agent run can still be slow, expensive or one flaky tool call from failing. What to track on every run, and how ops teams use it.
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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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Building AI SRE Agents, Part 4: One Agent Is a Tool. A Fleet Is a System.
10 min readFive problems that appear when many AI SRE agents run in production, from silent quality drift to prompt injection, and how to monitor and guard each.
Komodor in Gartner Research: 2026 Coverage
2 min readA roundup of 2026 Gartner® research that mentions Komodor, including its inclusion as a Representative Vendor in the Market Guide for AI Site Reliability Engineering Tooling.
Komodor Survey Finds More Than 50% of Engineering Organizations Face Control and Governance Issues as They Scale Agentic Operations
3 min readKomodor’s 2026 Agentic Operations Survey of 1,000+ engineering and technology leaders finds more than half face control and governance issues as they scale AI agents, while one in four report cost visibility challenges.
Hillclimbing Meets Production: What Changes When the Agent Runs Your Infrastructure
6 min readWe have been building toward the same goal for agents that operate production systems: agents that measurably improve, round after round, without anyone fooling themselves. We call our version the evaluation factory.
The Evaluation Factory: How We Make Agents Measurably Better, Run After Run
5 min readAsk a team running an agent in production whether last week's change made it better. Most can't say. They swapped a model or rewrote a skill, eyeballed a few runs, and moved on.
From Laptop to Production: A Technical Teardown of the Komodor Agentic Operations Platform
9 min readKomodor CTO Itiel Shwartz explains how the Komodor Agentic Operations Platform helps teams get agents from laptop to production.
What Is Agentic Operations and Why Ops Teams Are Adopting It
5 min readAnyone can spin up an agent. Few get one safely onto production. What agentic operations means, what it needs underneath, and how teams earn trust.
Governing AI with Guardrails and Evaluation before Bad Decisions Reach Production
6 min readA system prompt is a request, not a control. How guardrails outside the agent stop a kubectl delete from reaching production, and how to test them first.
