> ## Documentation Index
> Fetch the complete documentation index at: https://docs.anyshift.io/llms.txt
> Use this file to discover all available pages before exploring further.

# Configuration churn

> Trace repeated production configuration changes across Kubernetes, CI, operators, and IaC.

Production configuration can change through kubectl edits, CI pipelines, operators, Terraform, and hotfixes. Those paths are difficult to correlate when the evidence is split across audit logs.

<iframe width="100%" height="420" src="https://www.youtube-nocookie.com/embed/I8ktp-U-q_k?rel=0" title="Find configuration churn with the Anyshift Graph API" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen />

## One query, one ranked answer

Use the graph to count changes, rank the resources with the most churn, and trace the result back to the relevant production object.

The same query can run from the CLI, TypeScript SDK, HTTP API, or MCP, making it easy to add to platform workflows before a repeated change becomes an incident.

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