“Today, when an engineer at Cloudflare opens a merge request, it gets an initial pass from a coordinated smörgåsbord of AI agents. Rather than relying on one model with a massive, generic prompt, we launch up to seven specialised reviewers covering security, performance, code quality, documentation, release management, and compliance with our internal Engineering Codex. These specialists are managed by a coordinator agent that deduplicates their findings, judges the actual severity of the issues, and posts a single structured review comment.”
Ryan SkidmoreAuthor of Cloudflare's "Orchestrating AI Code Review at scale" blog post · Practitioner, Cloudflare
Context. Describes the system as deployed on internal merge requests.
Ryan Skidmore, Author of Cloudflare's "Orchestrating AI Code Review at scale" blog post. Wrote the engineering post describing the system Cloudflare runs internally, with its own usage data.
Cloudflare sells AI or agent tools or services, 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
Checked against the source by a first reader, then confirmed independently by a second reader who fetched the source without seeing the first reader's notes (Independent review agent (Claude Sonnet), blind second pass from passage text and citation only, no repository access, 2026-11-04).
Verbatim match in the introduction, including 'smörgåsbord' and the British spelling 'specialised'. Author is Ryan Skidmore.
How to cite this passage
Ryan Skidmore (Cloudflare), “Orchestrating AI Code Review at scale”, Cloudflare blog, 2026-04-20, at Introduction. https://blog.cloudflare.com/ai-code-review Archived at https://the-ai-record.com/passages/cloudflare-up-seven-specialised-reviewers-coordinator-agent-2026
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