Komodor Blog

Eval Factory 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.
hillclimbing-production-agents-evaluation-factory

Hillclimbing Meets Production: What Changes When the Agent Runs Your Infrastructure

6 min read

We 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.

komodor-agentic-operations-platform-eval-factory

The Evaluation Factory: How We Make Agents Measurably Better, Run After Run

5 min read

Ask 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.