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Cloudflare Launches Vulnerability Discovery Service with OpenAI Integration

Cloudflare Launches Vulnerability Discovery Service with OpenAI Integration

First seen 22 Oct 2026, 13:12 UTC • •

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ThreatCluster AI
ThreatCluster •October 22, 2026 at 14:13 UTC
  • •Cloudflare's new service uses OpenAI models for vulnerability detection.
  • •Customers retain control over which proposed code changes to implement.
  • •The service aims to reduce the burden on security teams facing numerous alerts.

Cloudflare has announced the early access launch of its Vulnerability Discovery and Remediation service, utilizing OpenAI's Daybreak models to help customers identify and mitigate vulnerabilities in their codebases. The service allows for automated vulnerability scanning and proposes solutions based on customer-authorized code. Cloudflare emphasizes that while it can suggest code patches and mitigations, the final decision on implementation rests with the customer. This service aims to streamline the process of addressing vulnerabilities, especially as the volume of flagged issues continues to rise. Customers can benefit from prioritized findings and proposed mitigations based on real-time traffic and security signals. The integration of AI is intended to enhance the efficiency of security teams overwhelmed by the sheer volume of vulnerability alerts. Cloudflare's approach connects vulnerabilities in source code to live production data, providing context for security teams to make informed decisions.

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Timeline

2026-10-22
Cloudflare announces Vulnerability Discovery and Remediation
Cloudflare introduces an early access service that uses OpenAI Daybreak models to help customers detect and mitigate vulnerabilities in their codebases.
Cloudflare Blog

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Common questions

How does the service prioritize vulnerabilities?
The service uses live traffic data and security signals to provide context for prioritizing which vulnerabilities to address first.
What control do customers have over proposed changes?
Customers can review and decide whether to implement the proposed code patches and mitigations suggested by the service.
Is this service available to all Cloudflare customers?
No, the Vulnerability Discovery and Remediation service is currently invitation-only for early access.