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feat(agents): Update screenshots & improve descriptions (#15914)
closes https://linear.app/getsentry/issue/TET-1655/update-agent-monitoring-screenshots-for-ui2
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docs/product/insights/ai/agents/dashboard.mdx

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@@ -5,33 +5,50 @@ description: Learn how to use Sentry's AI Agents Dashboard.
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og_image: /og-images/product-insights-ai-agents-dashboard.png
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---
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Once you've [configured the Sentry SDK](/product/insights/ai/agents/getting-started/) for your AI agent project, you'll start receiving data in the Sentry [AI Agents Insights](https://sentry.io/orgredirect/organizations/:orgslug/insights/ai/agents/) dashboard.
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The [AI Agents Insights](https://sentry.io/orgredirect/organizations/:orgslug/insights/ai/agents/) dashboard provides a comprehensive view of your AI workflows, including executions, model costs and token usage, tool calls, and recent errors. After you've [configured the Sentry SDK](/product/insights/ai/agents/getting-started/) in your project, telemetry data is collected and displayed in the dashboard to support analysis of system behavior and performance.
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The main dashboard provides a comprehensive view of all your AI agent activities, performance metrics, and recent executions.
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At the top of the page, you will be able to navigate between the three tabs: [Overview](#overview), [Models](#models) and [Tools](#tools).
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![AI Agents Monitoring Overview](./img/overview.png)
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## Overview
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The dashboard displays key widgets like:
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The Overview tab is the landing page for monitoring your AI workflows:
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![AI Agents Monitoring Overview](./img/overview-tab.png)
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The dashboard displays the following key widgets:
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- **Traffic**: Shows agent runs over time, error rates, and releases to track overall activity and health
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- **Duration**: Displays response times for your agent executions to monitor performance
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- **Issues**: Highlights recent errors and problems that need attention, including agent failures and exceptions
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- **LLM Calls**: Count of LLM generations over time
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- **Tokens Used**: Token usage by top models
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- **Tool Calls**: Tool call volume and trends
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Below these widgets is a traces table with detailed distribution information:
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![AI Agent Trace Table](./img/trace-table-detailed-distribution.png)
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Click on any trace to open the [abbreviated trace view](#abbreviated-trace-view) in a drawer.
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## Models
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The Models tab displays Model Cost, Tokens Used, and Token Types widgets, as well as all used models with durations and token usage:
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![AI Agents Monitoring Models](./img/models-tab.png)
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Underneath these widgets are three segments that offer focused widgets and a detailed distribution table:
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## Tools
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- **Traces**: LLM Calls, Tokens Used, and Tool Calls widgets, as well as recent agent runs with duration, errors, number of LLM and tool calls, and token usage
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- **Models**: Model Cost, Tokens Used, and Token Types widgets, as well as all used models with durations and token usage
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- **Tools**: Tool Calls and Tool Errors widgets, as well as all used tools with durations and errors
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The Tools tab displays Tool Calls and Tool Errors widgets, as well as all used tools with durations and errors:
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![AI Agent Trace Table](./img/trace-table.png)
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![AI Agents Monitoring Tools](./img/tools-tab.png)
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Click on any trace to open the abbreviated trace view in a drawer.
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## Abbreviated Trace View
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Opens as a drawer when clicking any trace, showing essential details:
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![AI Agent Abbreviated Trace View](./img/abbreviated-trace-view.png)
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![AI Agent Abbreviated Trace View](./img/abbreviated-trace-view-drawer.png)
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- **Agent Invocations**: Each agent execution and nested calls
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- **LLM Generations**: Language model interactions with token breakdown
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Shows complete agent workflow with full context:
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![AI Agent Detailed Trace View](./img/trace-view.png)
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![AI Agent Detailed Trace View](./img/full-trace-view.png)
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This detailed view reveals:
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