OpenAI Launches Daybreak Red Team and Daybreak Defense Factory AI Security Tools

OpenAI has introduced two new cybersecurity products, Daybreak Red Team and Daybreak Defense Factory, that leverage AI agents to identify vulnerabilities in web applications and assist with developing fixes. The announcement took place at the company’s Cyber at the Frontier event on November 12. Daybreak Red Team performs penetration testing and vulnerability validation by using multiple AI agents that analyze source code and application context to confirm attack paths. The agents operate in isolated environments with Guardian review enforcing access boundaries. Daybreak Defense Factory helps security teams investigate findings and generate patches, supporting data imports from tools such as Wiz, Snyk, and Endor Labs. It can scan GitHub repositories, monitor commits, and allow engineers to review and modify proposed patches using Codex before creating draft pull requests. Neither product deploys patches automatically, and early access requests are now being accepted for Daybreak Red Team.

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OpenAI has introduced two new Daybreak cybersecurity products that use AI agents to test web applications for vulnerabilities and help security teams develop fixes. The products, Daybreak Red Team and Daybreak Defense Factory, were announced at the company’s Cyber at the Frontier event on November 12.

Daybreak Red Team focuses on penetration testing and vulnerability validation, while Defense Factory investigates security findings and prepares patches. Daybreak Red Team uses multiple AI agents to identify and investigate potential security weaknesses in web applications. “Agents use source code and app context to investigate attack paths and confirm vulnerabilities,” OpenAI says. The product can examine findings from code scanners, bug bounty submissions, and vulnerability disclosure reports.

OpenAI says the agents operate in isolated environments, with Guardian review enforcing testing boundaries and controlling which applications and endpoints they can access. Daybreak Defense Factory, meanwhile, is designed to help organizations address vulnerabilities identified by their security tools. “Agents trace vulnerabilities through your code and develop patches. Engineers review and test proposed patches before merge,” OpenAI explains.

Defense Factory can investigate findings from Daybreak Red Team and other security products, and supports importing vulnerability information from Wiz, Snyk, and Endor Labs. The product can scan connected GitHub repositories, monitor new commits, and perform scheduled security assessments. Engineers can examine supporting evidence, modify proposed patches using Codex, and create draft GitHub pull requests. However, patches are not deployed automatically.

OpenAI is accepting requests for early access to Daybreak Red Team. Defense Factory is offered through a preview plugin in ChatGPT for workspaces with Daybreak access.

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