{"schema_version":"onlylabs.public_signal.v1","title":"Cloudflare (Workers AI) Writing: Unveiling good and bad behaviors on the Agentic Internet","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/2e8e1fca-b8d5-47ea-8713-720c99fb5fb3","json_url":"https://onlylabs.fyi/signals/2e8e1fca-b8d5-47ea-8713-720c99fb5fb3/signal.json","generated_at":"2026-09-10T09:53:53.046Z","evidence_latest_fetched_at":"2026-08-07T16:02:11.369971+00:00","signal_first_seen_at":"2026-08-07T16:00:51.825279+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/2e8e1fca-b8d5-47ea-8713-720c99fb5fb3","signal_json":"https://onlylabs.fyi/signals/2e8e1fca-b8d5-47ea-8713-720c99fb5fb3/signal.json","source":"https://blog.cloudflare.com/good-and-bad-agentic-behaviors/","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 Unveiling good and bad behaviors on the Agentic Internet. 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For a long time, the rule of thumb in web security was that bots are bad, while humans are good. Of course, we’re far past this generalization. Humans can be fraudulent, and bots can be helpful at different levels. Site owners actively want some automated traffic to interact with our sites to make the Internet functional and discoverable. To complicate things further, the line between \"human\" and \"bot\" is blurring more and more. Now, we have a type of “hybrid” traffic where a single session shifts from human to agentic and back again. (Think of a user browsing a store, and then handing off the checkout process to an automated shopping assistant.) So, how do website owners manage this kind of complexity? What matters here is assessing behaviors . Is this behavior abusive? Malicious? What’s the risk presented here, and can I trust this visitor based on their actions? Solving this requires moving beyond static, point-in-time checks. It requires analyzing continuous behaviors to evaluate Trust. 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