Pull requests arrive faster than human-driven review can stay meaningful.

Bence A. TóthAuthor on the Zendesk Engineering blog (role not stated on the pages read) · Practitioner, Zendesk

Post: Zendesk Engineering blog on Medium (the company's own engineering blog; read through its RSS feed), Zendesk Engineering blog on Medium (the company's own engineering blog; read through its RSS feed), March 16, 2026.

Checked against the source [ Grade B ] Said in the last year Zendesk: $2 billion revenue, ARR, approximate, as of 2025-12 Sells AI tools

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Who is speaking

Bence A. Tóth, Author on the Zendesk Engineering blog (role not stated on the pages read). A Zendesk Engineering author, so an insider, but Toth's role is unknown and the post is an opinion piece without Zendesk data.

Zendesk 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

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, 2026-10-31).

RSS item 'What happens when code becomes abundant', dc:creator 'Bence A. Tóth', pubDate Mon, 16 Mar 2026. The text reads 'Pull requests arrive faster than human-driven review can stay meaningful.' and the sentence matches exactly.

How to cite this passage

Bence A. Tóth (Zendesk), “Zendesk Engineering blog on Medium (the company's own engineering blog; read through its RSS feed)”, Zendesk Engineering blog on Medium (the company's own engineering blog; read through its RSS feed), 2026-03-16. https://medium.com/feed/zendesk-engineering Archived at https://the-ai-record.com/passages/zendesk-pull-requests-arrive-faster-than-human-driven-2026

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