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Karada provides transparent, real-time observability into your infrastructure consumption. The Usage tab in your Project Dashboard delivers a comprehensive view of how your deployments, Auto-MCP servers, and plugins perform in production.

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Real-Time Telemetry

Karada tracks core operational metrics over a rolling 30-day window:

Tool Invocations

Total tool executions and API calls routed through your MCP servers and Gateway proxies.

Bandwidth Consumption

Total egress and ingress volume across AI agent requests and backend API responses.

Error Rate

Percentage of requests returning client or server errors (4xx / 5xx). Healthy servers maintain under 1%.

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Usage Insights

  • Traffic by Geographic Region: Understand invocation latency and traffic distribution by continent and region.
  • Top Invocated Tools: Identify which tools in your OpenAPI spec AI assistants call most frequently, optimizing backend caching and database queries accordingly.

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Workspace Billing Tiers

Karada offers flexible plans designed for individual builders, growing engineering teams, and enterprise deployments. Billing is managed at the Workspace level:

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Managing Subscriptions

To view consumption against quota limits or update payment credentials:
  1. Open Account Settings → Billing.
  2. Review active usage against monthly plan allocations.
  3. Select Upgrade or Manage Subscription to adjust plans via our secure payment portal.