AI agents that inherit the user's permissions, not API keys
They used AI to build what they described as a SuperApp that would transform our go-to-market teams. All they needed was production access to about a dozen systems of record at Cloudflare and admin permissions to a deployment pipeline to make it work.We had taken a fairly cautious approach to rolling out AI at Cloudflare during 2025. We deployed informational chat applications and tinkered with using AI to help write some boilerplate code, but we felt that the technology was not ready to change how we work.And then, over the course of a few days at the end of last year, better models and more powerful harnesses changed that calculus.
- ▪They used AI to build what they described as a SuperApp that would transform our go-to-market teams.
- ▪All they needed was production access to about a dozen systems of record at Cloudflare and admin permissions to a deployment pipeline to make it work.We had taken a fairly cautious approach to rolling out AI at Cloudflare during 2025.
- ▪We deployed informational chat applications and tinkered with using AI to help write some boilerplate code, but we felt that the technology was not ready to change how we work.And then, over the course of a few days at the end of last year,
Hacker News (AI / LLM) files mainly under ai. We currently carry 3,898 of its stories.
Story provenance
Source · retrieval · rights · ranking — open for full record
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Story provenance
Attribution is not the same as permission. This drawer separates discovery metadata, excerpts, WeSearch-generated summaries, reuse status, and whether the publisher receives the visit. Nothing here claims a legal grant the publisher has not made.
Record
| Original publisher | Cloudflare Blog |
| Canonical URL | https://blog.cloudflare.com/how-we-use-ai-with-cloudflare-os/ |
| Publication time | Thu, 06 Aug 2026 02:46:32 +0000 |
| Retrieval time | 2026-08-06T02:50:42.816Z |
| Last seen | 2026-08-06T02:50:42.816Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | ggGlsbmqryXG · 1 stories |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
Rights status (four layers)
WeSearch handling by dimension
| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
BlogAgents WeekAICloudflare OS+4Show 4 more tags7 TagsShow 7 tagsSelected TagsAgents WeekAICloudflare OSDeveloper PlatformDevelopersSASEZero TrustAll tagsMatching tagsNo tags found1.1.1.12FAAbuseAccessAccess Control Lists (ACLs)AccessibilityAccount TakeoverAcquisitionsAddressingAdvanced Certificate ManagerAdvanced DDoSAdvertisingAegisAEOAfricaAfroflareAgent Development LifecycleAgent ReadinessAgentsAgents WeekAgents Week 2026AIAI BotsAI GatewayAI SearchAI-SPMAI WAFAI WeekAlertmanagerAlways OnlineAMDAMPAnalyticsAnonymousAnti MalwareAnycastAPIAPI GatewayAPI SecurityAPI ShieldAPJCAppleApplication SecurityApplication ServicesArea 1 SecurityArgo Smart RoutingASCIIAsiaAthenian ProjectAtlassianAttacksAudit LogsAustinAustraliaAuthenticationAuthyAutomatic HTTPSAutomatic Platform…
Excerpt limited to ~120 words for fair-use compliance. The full article is at Cloudflare Blog.
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