Fleet Telemetry
Agents Under Management (AUM) dashboards, drift alerts, and usage analytics across your team's agent fleet.
Status: In Active Development. This feature is being built. Join the waitlist to get notified when it launches.
Fleet Telemetry gives engineering managers and platform teams a real-time view of their entire Claude agent infrastructure — how many agents are deployed, whether they're in sync, and how context budgets are trending across the organization.
Agents Under Management (AUM)
xcaffold Platform tracks AUM — the count of agent configurations that are actively compiled and synced against the cloud project.xcaf.state. This is the primary unit of measure for fleet health.
An agent is "Under Management" when:
- Its parent repository is connected to the xcaffold Platform
- The local
project.xcaf.stateSHA-256 matches the Platform's recorded state - The agent definition has been applied within the last 30 days
Dashboard Panels
The Fleet Telemetry Dashboard (available at platform.xcaffold.com/telemetry) provides:
| Panel | Description |
|---|---|
| AUM Over Time | Line chart showing the total number of synced agents across all connected repositories. |
| Drift Heatmap | Repository-level view showing which repos have drifted from their last known project.xcaf.state. |
| Policy Compliance Trends | Per-agent policy validation results over time, pulled from each xcaffold validate run in CI. |
| Top Agents by Context | Ranked list of agents consuming the most context window. Useful for identifying optimization targets. |
| Sync Status | Real-time table of all connected repositories and their sync state (Synced, Drifted, Unreachable). |
Drift Alerts
Configure automatic notifications when a repository's project.xcaf.state drifts from the Platform's recorded state:
- Slack integration — posts to a channel of your choice
- Email digest — daily summary of all drifted repositories
- GitHub PR comment — automatically comments drift warnings on open PRs
Enterprise: Policy-as-Code Enforcement
On the Enterprise tier, Fleet Telemetry integrates with the Policy Engine to block deployments that violate organizational rules. Example policies:
# Platform policy configuration (Enterprise)
policies:
no_bash_in_production:
applies_to: "repo:acme-org/*"
rule: "agents must not include 'Bash' in tools"
action: block_apply
context_budget_cap:
applies_to: "team:platform-engineers"
rule: "total agent tokens must not exceed 50,000 per agent"
action: block_applyWhen a policy violation is detected during xcaffold apply (via the Dispatch Bay), the pipeline is halted and the team is notified with the specific violation details.