This is a solid build. The real value is not just “scanner plus dashboard,” it is reducing the delay between finding a vulnerability and understanding what needs attention.

A lot of vulnerability tools give teams raw findings, but the hard part is turning those findings into priority, ownership, and action. A real-time dashboard helps if it makes the risk easier to track instead of just creating another wall of alerts.

The next useful layer would be context: exposed asset, exploitability, business impact, owner, and remediation status. That is usually where scanners become genuinely useful for small teams.

Nice work building this in the open.