Use cases

Workflows you can run from any MCP client connected to xScaler. Each one walks through a real scenario: the prompt to send, what comes back, and which tools the agent used to get there.

Connect a client first. Every workflow below names the capabilities it needs.

Investigate

Reconstruct a bug from a trace id

Paste a trace id from a support ticket and get the request path, the span that failed, and the log lines around it.

Find where latency is going

Ask why an endpoint is slow and get a real trace of a slow request, chosen by the metric rather than at random.

Find when a problem started

Read a log window from the oldest end, which is the only way to find the first occurrence of something.

Check what changed after a deploy

Compare the same query across two windows and see which series moved.

Build

Build a dashboard by describing it

Describe the panels you want and get a dashboard wired to the right store, or import an export from grafana.com.

Create an alert rule and check it first

Describe a threshold in words, see what the condition does against today's data, then save the rule.

Audit who gets told when something fires

Follow a rule through the notification policy to the contact points it reaches, and find the branches that reach nobody.