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docs(ai): Update AI dashboards with shared includes and new AI Spans view (#17183)
## DESCRIBE YOUR PR Update AI agents dashboard docs to reflect UI changes and create shared includes for single source of truth. - Create shared includes at `includes/ai-dashboards/` used by both `/ai/monitoring/agents/dashboards/` and `/product/dashboards/sentry-dashboards/ai/agents/` - Replace "Abbreviated Trace View" (drawer) with new "AI Spans View" tab in Trace Explorer - Rename `dashboard.mdx` → `dashboards.mdx` (plural, individual dashboards now) - Update all cross-references (6 platform pages + costs.mdx) and add redirect from old path - Optimize new screenshot with pngquant (470K → 124K) - Remove 14 old duplicate images Closes https://linear.app/getsentry/issue/DEVEX-419 ## IS YOUR CHANGE URGENT? Help us prioritize incoming PRs by letting us know when the change needs to go live. - [ ] Urgent deadline (GA date, etc.): - [ ] Other deadline: April 3, 2026 - [x] None: Not urgent, can wait up to 1 week+ ## SLA - Teamwork makes the dream work, so please add a reviewer to your PRs. - Please give the docs team up to 1 week to review your PR unless you've added an urgent due date to it. Thanks in advance for your help! ## PRE-MERGE CHECKLIST *Make sure you've checked the following before merging your changes:* - [ ] Checked Vercel preview for correctness, including links - [ ] PR was reviewed and approved by any necessary SMEs (subject matter experts) - [ ] PR was reviewed and approved by a member of the [Sentry docs team](https://github.com/orgs/getsentry/teams/docs) --------- Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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docs/ai/monitoring/agents/costs.mdx

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description: Learn how Sentry calculates AI model costs, where pricing data comes from, and what's not covered.
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The **Model Cost** widget in the [AI Agents Dashboard](/ai/monitoring/agents/dashboard/) Models tab shows estimated costs for your LLM usage. This page explains how those costs are calculated.
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The **Model Cost** widget in the [AI Agents Dashboard](/ai/monitoring/agents/dashboards/) Models tab shows estimated costs for your LLM usage. This page explains how those costs are calculated.
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## Data Sources
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docs/ai/monitoring/agents/dashboard.mdx

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---
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title: AI Agents Dashboards
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sidebar_order: 10
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description: Learn how to use Sentry's AI Agents Dashboards.
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keywords:
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- AI dashboards
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- agent dashboard
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- LLM traces
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- token usage
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- tool calls
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- agent insights
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og_image: /og-images/ai-monitoring-agents-dashboard.png
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---
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The AI Agents [Dashboards](https://sentry.io/orgredirect/organizations/:orgslug/dashboards/) provide a comprehensive view of your AI workflows, including executions, model costs and token usage, tool calls, and recent errors. Once you've [configured the Sentry SDK](/ai/monitoring/agents/getting-started/) for your AI agent project, telemetry data is collected and displayed in the dashboard to support analysis of system behavior and performance.
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AI Agent monitoring have three dashboards:
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- [Overview](#overview)
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- [Models](#models)
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- [Tools](#tools)
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## Overview
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<Include name="ai-dashboards/overview" />
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## Models
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<Include name="ai-dashboards/models" />
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## Tools
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<Include name="ai-dashboards/tools" />
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## AI Spans View
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<Include name="ai-dashboards/ai-spans-view" />
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## Detailed Trace View
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<Include name="ai-dashboards/detailed-trace-view" />
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