Dashboard
The Dashboard is the first screen you see after signing in. It's the control center for your organization's workspace — giving you a live snapshot of build activity, AI usage, and your project list, all in one place.
Workspace Overview
At the top of the Dashboard, the Workspace panel gives the Org Admin a real-time view across the whole organization:
| Metric | What It Shows |
|---|---|
| Active Swarms | How many AI agent "build swarms" are currently running across all projects. |
| Builds Completed | Total number of successful builds completed by your organization to date. |
| Avg Build Time | The average time a build takes from start to finish (e.g. 1m 42s). |
| Database | The database engine configured for your workspace (e.g. PostgreSQL). |
👁️ As Org Admin, this panel reflects activity across every project and member in your organization — not just your own. It's the fastest way to confirm the workspace is healthy at a glance.
Recent Projects
The Recent Projects panel lists the projects most recently created or updated in your organization.
- Click New Project to launch the five-step project brief — see Projects for the full walkthrough.
- If no projects exist yet, you'll see: "No projects yet. Create your first project to get started."
AI Agent Swarm Log
The AI Agent Swarm Log streams real-time output from DeX's build automation as it works.
- The Build Swarm feed shows system-level messages as they happen, such as:
[SYSTEM] Swarm initialization success.[SYSTEM] Connected to PostgreSQL at localhost:5432.[SUCCESS] Loaded active database models: users.[INFO] Click "Build Swarm" to compile and run tests.
- This is the same kind of terminal-style output you'll see again, scoped to a single project, during Phase 4 — Build and Phase 6 — QA.
AI Token Usage
The AI Token Usage panel tracks how much of your organization's AI generation budget has been consumed, across every document generated by every project.
| Metric | Description |
|---|---|
| Estimated Spend | Running dollar total based on tokens consumed (e.g. $0.0000 for a brand-new org). |
| Prompt Tokens | Total input tokens sent to the AI engine. |
| Output Tokens | Total tokens generated in responses (documents, plans, tasks). |
| Total Tokens | Prompt + output tokens combined. |
| Est. Cost (USD) | Estimated cost for the tokens consumed so far. |
| AI Calls Made | Total number of generation requests made to date. |
Below this, Recent Generation Calls lists each individual document-generation request — useful for tracing exactly which project or document drove a spike in usage. On a brand-new organization, this section reads: "No document generation data yet. Generate your first document to see token usage here."
💰 If your organization is on a usage-based plan, this panel is the fastest way to spot which projects are consuming the most AI budget — useful before approving large, multi-document regenerations.
What's Next
- Ready to build something? Start with Projects.
- Need to bring in your team first? Go to Invite Members.