How our universal content processing platform Riviera evolved for AI and beyond

DropboxJun 12, 2026

How Dropbox uses MCP and Dash to close the design-to-code security gap

Dropbox's engineering team implemented a system using Model Context Protocol (MCP) and Dash to automatically link threat models with code reviews. This bridge of context eliminates the gap between design reviews and code implementation, automatically retrieving relevant threat models during code review to evaluate alignment with security requirements. The system integrates directly into the development workflow, providing real-time security context and reducing the median delay between design review and PR creation from five to one week.

InfrastructureScale

1 min

How our universal content processing platform Riviera evolved for AI and beyond

How we used DSPy to turn AI evaluations into better responses in Dash chat

How Dropbox uses MCP and Dash to close the design-to-code security gap