Agentic Future of Security Reviews
SafeBase had introduced Customer Trust Portal publishing tools, but as the market matured, and more automation was expected, a new approach was needed.
Led solo discovery and design for an agentic review layer, defining the roles of MCP, CLI, and UI with lead engineers and managers.
Impact: Validated a new paradigm that internal reviewers loved, estimating it could save 1–2 hours per review.





