The AI Record
we have a security agent that processes over 7 billion tokens per day on Kimi. That would cost an estimated $2.4M per year on a mid-tier proprietary model. But on Workers AI, it’s 77% cheaper.

CloudflarePublished by the organization itself (post), no named author

Context. Cloudflare sells Workers AI, the product it describes running this agent on.

Post: The AI engineering stack we built internally, on the platform we ship, Cloudflare blog, April 20, 2026, at Act 1, "How we increasingly leverage Workers AI".

  • 7 billion tokens per day, per day, security agent on Kimi K2.5
  • 77% cost saving, versus an estimated $2.4M per year on a mid-tier proprietary model

Not yet checked [ Grade B ] Said in the last year Cloudflare: $2.2 billion revenue, FY2025 Sells AI tools

Filed under

Cloudflare sells AI or agent tooling, so it has a reason to publish flattering numbers about AI. The passage stays in the archive; read it with that in mind.

How this was checked

Not yet checked by an independent second reader. The wording, speaker and date come from the source linked above; treat it as a lead until it is confirmed.

First reader (reader-web lane, 2026-11-01): matched against the raw page fetched with curl and tags stripped. Typesetting only: curly apostrophes as in source. Not yet checked by a blind second reader.

How to cite this passage

Cloudflare, “The AI engineering stack we built internally, on the platform we ship”, Cloudflare blog, 2026-04-20, at Act 1, "How we increasingly leverage Workers AI". https://blog.cloudflare.com/internal-ai-engineering-stack/ Archived at https://the-ai-record.com/passages/cloudflare-security-agent-processes-over-7-billion-tokens-2026

More from the same source

The impact on developer velocity internally is clear: we’ve never seen a quarter-to-quarter increase in merge requests to this degree. As AI tooling adoption has grown the 4-week rolling average has climbed from ~5,600/week to over 8,700.

CloudflarePublished by the organization itself (post), no named author

Post: The AI engineering stack we built internally, on the platform we ship, Cloudflare blog, April 20, 2026.

  • 8,700 prs merged, 4-week rolling average per week, after AI tooling adoption grew (from about 5,600)

Not yet checked [ Grade B ] Said in the last year Cloudflare: $2.2 billion revenue, FY2025 Sells AI tools Passage page

Our Network Firewall team audited rampartd using a multi-agent consensus process where every requirement was scored COMPLIANT, PARTIAL, or NON-COMPLIANT with specific violation details and remediation steps reducing what previously required weeks of manual work to a structured, repeatable process.

CloudflarePublished by the organization itself (post), no named author

Post: The AI engineering stack we built internally, on the platform we ship, Cloudflare blog, April 20, 2026, at Act 3, "Engineering Codex: engineering standards as agent skills".

Not yet checked [ Grade B ] Said in the last year Cloudflare: $2.2 billion revenue, FY2025 Sells AI tools Passage page

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