> For the complete documentation index, see [llms.txt](https://docs.ox.security/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.ox.security/vibesec/vibesec-dashboard.md).
# VibeSec Dashboard
The VibeSec Dashboard is the single pane of glass for VibeSec usage and behavioral data across your organization. You can review developer engagement, see which AI BOM elements are in use, and track how often OX prevented risks during code generation.
The main parts of the VibeSec Dashboard are the [Key metrics](https://claude.ai/chat/7ac18b08-8e4e-4345-afa4-2141e356a670#key-metrics) tiles, the [Activity trends](https://claude.ai/chat/7ac18b08-8e4e-4345-afa4-2141e356a670#activity-trends), the [AI BOM Elements Detected](https://claude.ai/chat/7ac18b08-8e4e-4345-afa4-2141e356a670#ai-bom-elements-detected) widget, the [User Statistics](https://claude.ai/chat/7ac18b08-8e4e-4345-afa4-2141e356a670#user-statistics) table, and the [Top 10 Risks Prevented by Vulnerability](https://claude.ai/chat/7ac18b08-8e4e-4345-afa4-2141e356a670#top-10-risks-prevented-by-vulnerability) chart.
### Key metrics
The tiles at the top of the dashboard summarize VibeSec activity for the selected date range.
| Metric | Description |
| ------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| **Active Users** | Number of developers who actively used VibeSec in the selected date range. A user is counted as active when their AI agent communicates with the OX backend while VibeSec is enabled. |
| **Prompts Secured** | Number of prompts in which VibeSec provided security guidance during code generation. |
| **Risks Prevented** | Number of security risks prevented by VibeSec in the selected date range. |
| **Secured Apps** | Number of applications in which VibeSec actively prevented risks. |
### Activity trends
The activity trend charts show how VibeSec usage and protection have changed over the last 90 days.
| Chart | Description |
| ---------------------------- | ------------------------------------------------------------------------------------------------------------------------------ |
| **Active Users (Weekly)** | Number of active VibeSec users per week. |
| **Risks Prevented (Weekly)** | Number of risks prevented per week, including a Policy Blocks series that shows how often OX policies blocked an agent action. |
| **Prompts Secured by Tool** | Number of secured prompts grouped by AI coding tool (for example, Claude Code, Cursor, Copilot). |
### AI BOM Elements Detected
The AI BOM Elements Detected widget shows the volume of AI BOM elements discovered each week. The stacked bar format lets you compare totals over time and see the contribution of each element type at a glance.
| Element type | Description |
| ----------------------- | --------------------------------------------------------- |
| **MCP servers** | MCP servers that agents in your environment connect to. |
| **External SaaS tools** | Third-party SaaS components that agents call out to. |
| **Models** | AI models that power agent reasoning and code generation. |
| **Skills** | Skills available to agents in your environment. |
### User Statistics
The User Statistics table lists recent VibeSec activity for each developer. Reviewing this table helps you identify the most active users, spot accounts that aren't yet onboarded, and confirm which AI coding tools each developer uses.
| Column | Description |
| ------------------- | ---------------------------------------------------------------------------- |
| **User** | Developer's email or ID. |
| **Prompts Secured** | Number of prompts in which VibeSec provided security guidance for this user. |
| **Risks Prevented** | Number of risks prevented for this user. |
| **Tools** | AI coding tools the user worked with. |
| **Last Used** | Most recent VibeSec interaction for this user. |
### Top 10 Risks Prevented by Vulnerability
The Top 10 Risks Prevented by Vulnerability chart shows the most common vulnerability types VibeSec prevented over the last 90 days, for example XSS, path traversal, SSRF, and SQL injection.
Reviewing this chart helps you understand which risk categories VibeSec catches most often in your environment and where to focus secure-coding training.
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