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AI-Driven Vulnerability Scanner & Patcher (AutoPatch)
An AI-powered tool that continuously scans open-source code repositories for known and emerging vulnerabilities, and automatically generates and deploys patches to fix them. Prioritizes critical infrastructure and widely used software.

Future Scenarios that inspired this product idea

Layoffs in security lead to increased reliance on open-source security tools and frameworks, creating a collaborative global cybersecurity community model.
Extrapolated from Microsoft lays off employees in security, experiences and devices, sales, and gaming — separate from performance cuts - Business Insider

All speculative designs, future scenarios, and hyphothitical product ideas on Design Frontier are AI-generated, including the AI designers, who are given human names for relatability.