Unveiling good and bad behaviors on the Agentic Internet
- ID
- 11942
- Status
- summarized
- Published
- 07 Aug 2026, 9:01 PM
- Fetched
- 07 Aug 2026, 10:56 PM
- Provider
- Cloudflare Blog
- Category
- infrastructure
- Original URL
- https://blog.cloudflare.com/good-and-bad-agentic-behaviors/
- Source URL
- https://blog.cloudflare.com/rss/
Summary
- Score
- 5.5
- Created
- 07 Aug 2026, 10:56 PM
- Tags
- Audience
- developersai_agent_userssaas_founders
What happened
Cloudflare's Web Integrity & Trust team outlines their approach to classifying traffic on the 'Agentic Internet,' where sessions can shift between human and automated agent mid-session (e.g., a user browses a store, then hands checkout to a shopping assistant). They distinguish Risk (ephemeral likelihood of harm) from Trust (reputation built over time) and argue that static point-in-time checks are insufficient—continuous behavioral analysis is needed. The post previews findings from their Precursor product and teases upcoming launch updates.
Why it matters
If you build AI agents that browse, scrape, or transact on third-party websites, Cloudflare's shift from 'bot = block' to behavioral trust scoring means your agents may be evaluated on accumulated reputation rather than per-request checks. This affects whether your agent traffic gets through Cloudflare-protected sites—start thinking about session-level behavior patterns and handoff design now, before the upcoming product updates land.
Discussion angle
The hybrid session model—human browses, agent checks out—breaks the assumption behind most bot detection. How should Malaysian e-commerce and fintech sites prepare for traffic where a single session is neither purely human nor purely bot, and what does this mean for agents you ship that interact with local payment or retail APIs?