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Cloudflare announced Application Profiles, a validation layer that learns the expected structure of HTTP requests and detects nonconforming values or fields before security teams decide to block them. The feature is currently available to API Security customers, with a closed beta program open to invited Enterprise customers, while some application and request types remain unsupported.