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After deploying an agent, you can monitor every execution from the DataGen dashboard or CLI.

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Execution History

Click on any deployed agent to see its execution history. Each run shows:
  • Start time — When the execution began
  • Duration — How long the run took
  • Status — Current state of the execution
  • Trigger — What initiated the run (schedule, manual, webhook)
Execution history
You can filter by status and sort by date.

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Status Types

StatusDescription
QueuedRun is waiting to start
RunningAgent is currently executing
CompletedRun finished successfully
FailedRun encountered an error
CancelledRun was manually stopped

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Execution Details

Click on any execution to see the full details:
  • Event stream — Step-by-step log of what the agent did (system events, assistant messages, tool calls, results)
  • Log entries — Timestamped messages with levels (DEBUG, INFO, WARN, ERROR)
  • Payload — The input payload that triggered the run
  • Result — The agent’s final output

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Tool Visibility

Each execution log shows which MCP tools your agent called during the run. For every tool call, you can see:
  • Tool name — Which MCP tool was invoked (e.g., mcp_Gmail_gmail_send_email)
  • Input parameters — The exact parameters passed to the tool
  • Output — The tool’s response data
  • Timing — When the tool was called during execution
This helps you debug agent behavior, verify data flow, and understand which integrations your agent is using.

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Viewing Pull Requests

If your agent creates pull requests, a direct link to the PR appears in the execution details.
Execution details with PR link

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Run Now

Test your agent at any time with the Run Now button.
Run Now modal
Optionally provide a JSON payload for the test run: 
{
  "task": "Review latest PRs",
  "notify": true
}

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Monitoring with the CLI

# View execution history
datagen agents logs <agent-id>

# View output of the latest run
datagen agents output <agent-id>

# Stop a running execution
datagen agents run <agent-id> --stop

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Next Step

Channels

Set up Slack, email, and webhook notifications for your agents