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Cloudflare

Internet infrastructure and developer platform.

Cloudflare's dashboard agent — which now invokes four MCP suites to act on a user's behalf — is measured in Braintrust with an LLM-as-a-judge scoring whole conversations for resolution, broken down by product area. The eval diff runs only when a skill, prompt, or recipe changes and blocks regressions in CI/CD; the same suite benchmarks sub-agents against models of varying capacity, and covers Cloudflare's internal runbook automation and AI code reviewer.

cloudflare.com
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Sources last verified Aug 22, 2026

Braintrust

Evaluates the dashboard agent and gates skill changes in CI/CD.

High confidence

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  • “That was something we leaned on Braintrust for.” — braintrust.dev, Aug 2026

Source last verified Aug 22, 2026