{"schema_version":"onlylabs.public_signal.v1","title":"Cloudflare (Workers AI) Writing: Rewinding the exponential: How we keep hardware usage down","description":"Cloudflare (Workers AI) writing signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/05f01091-4aa2-4198-bb91-2d349c21c46f","json_url":"https://onlylabs.fyi/signals/05f01091-4aa2-4198-bb91-2d349c21c46f/signal.json","generated_at":"2026-10-25T18:29:08.003Z","evidence_latest_fetched_at":"2026-10-13T16:02:29.132401+00:00","signal_first_seen_at":"2026-10-13T16:00:54.917694+00:00","org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/cloudflare","dossier_json_url":"https://onlylabs.fyi/labs/cloudflare/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/05f01091-4aa2-4198-bb91-2d349c21c46f","signal_json":"https://onlylabs.fyi/signals/05f01091-4aa2-4198-bb91-2d349c21c46f/signal.json","source":"https://blog.cloudflare.com/rewinding-the-exponential/","lab_dossier":"https://onlylabs.fyi/labs/cloudflare","lab_dossier_json":"https://onlylabs.fyi/labs/cloudflare/dossier.json","analysis":"https://onlylabs.fyi/analysis/cloudflare","analysis_json":"https://onlylabs.fyi/analysis/cloudflare/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/cloudflare/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":"https://onlylabs.fyi/topics/talking","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"Cloudflare (Workers AI) published Rewinding the exponential: How we keep hardware usage down. 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The Cloudflare network is a globally distributed system supporting tens of thousands of servers. Data that power Cloudflare Logs , SQL API , observability , internal analytics, and more flow through this network and use our data pipeline to serve customers. In May of this year, we were providing data delivery at roughly two billion events per second. This includes customer traffic as well as data sent from internal teams. Year after year, we tackle the same problem — exponential traffic growth against linear hardware growth. We have to react to this increase in order to keep resource costs under control. Over the past five years, we’ve made various improvements to compensate for the data volume increase in comparison to hardware allocation, equivalent to deferring two and a half years of hardware expansion. 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