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trevor-e merged 4 commits into from
Feb 17, 2026
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fix(llm-dev-docs): add disclaimer about data access #16409

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add disclaimer
trevor-e Feb 17, 2026
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fix
trevor-e Feb 17, 2026
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trigger vercel redeploy
trevor-e Feb 17, 2026
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trevor-e Feb 17, 2026
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18 changes: 11 additions & 7 deletions develop-docs/engineering-practices/ai-assisted-development.mdx
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Expand Up @@ -90,18 +90,22 @@ Run `/agents` to get started, or see the [custom agents documentation](https://c

Connect your AI assistant to the services your team already uses. These are the MCP servers and CLIs we've found most useful at Sentry.

| Tool | What it gives you | Setup |
| ---- | ----------------- | ----- |
| [Sentry MCP](https://docs.sentry.io/product/sentry-mcp/) | Query errors, search issues, analyze traces, and get root cause analysis directly from your editor. | `claude mcp add sentry -- npx @sentry/mcp` |
| [Linear MCP](https://github.com/jerhadf/linear-mcp-server) | Create, search, and update Linear issues without leaving your session. Great for turning bug findings into tickets on the spot. | See repo README |
| [Notion MCP](https://github.com/makenotion/notion-mcp-server) | Search and read Notion pages. Useful for pulling in specs, RFCs, and team docs as context. | See repo README |
| [Slack MCP](https://github.com/nicholasgriffintn/slack-mcp-server) | Read Slack threads and channels. Paste a bug report thread and say "fix." | See repo README |
<Alert level="warning">
When connecting AI tools to external services, review and follow Sentry's LLM data access policies to avoid sending any sensitive customer data.
</Alert>

| Tool | What it gives you |
| ---- | ----------------- |
| [Sentry MCP](https://docs.sentry.io/product/sentry-mcp/) | Query errors, search issues, analyze traces, and get root cause analysis directly from your editor. |
| [Linear MCP](https://github.com/jerhadf/linear-mcp-server) | Create, search, and update Linear issues without leaving your session. |
| [Notion MCP](https://github.com/makenotion/notion-mcp-server) | Search and read Notion pages. Useful for pulling in specs, RFCs, and team docs as context. |
| [Slack MCP](https://github.com/nicholasgriffintn/slack-mcp-server) | Read Slack threads and channels. Paste a bug report thread and say "fix." |

#### CLIs

AI assistants can use any CLI tool you have installed. A few that work especially well:

- **`gcloud`** — Fetch logs, query BigQuery, and inspect GCP resources. Point Claude at `gcloud logging read` output to troubleshoot production issues.
- **`gcloud`** — Fetch logs, query BigQuery, and inspect GCP resources.
- **`gh`** — Read PRs, issues, CI logs, and review comments from GitHub.
- **`bq`** — Run BigQuery queries for ad-hoc analytics (see [Data & Analytics](#data--analytics)).

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