• REGRESSION
  • TRIAGE
  • ANALYSIS
  • HUMAN

How to correlate errors with deployments with your AI

Connect Airbrake to your AI client to monitor how new code changes affect your error rates.

Ask AI about this page

Short answer

How can I see if a new deployment caused errors?

Your AI monitors your Airbrake account to find new error groups that appear right after a deployment. It compares deployment timestamps against error activity to flag regressions. You get a clear view of which release broke what.

Deployment impact outcomes.

Where regressions land.

What happens when your AI watches your releases.

REGRESSION

Identify new error groups

The AI finds error groups that didn't exist before your last deployment. You see exactly what broke in the new version.

TRIAGE

Pinpoint deployment timing

The AI checks when errors started appearing relative to your release. This helps you confirm if a specific deploy is the culprit.

ANALYSIS

Inspect error details

The AI pulls specific error data to explain why a new issue is occurring. You get the context needed to fix the bug.

HUMAN

Decide on a rollback

The AI presents the evidence, but you decide if the errors are severe enough to revert the deployment.

The workflow

What your AI does when <the thing arrives>.

The AI handles the heavy lifting of comparing release logs against error data.

  1. Track the release

    The AI records the exact moment your new code goes live.

    track_deploy

  2. Scan for new issues

    The AI looks through your current error list to find anything new.

    list_error_groups

  3. Compare timestamps

    The AI matches the deployment time against the creation time of new error groups.

    list_error_groups

  4. Fetch error context

    The AI pulls the specific details for any newly identified error groups.

    get_error_group

Try it

Copy these to start.

Use these prompts to begin your investigation.

Starting points

Swap out the project names or deployment IDs to match your specific Airbrake setup.

Airbrake Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_HHP9bR8t0n7QJxt74sVaPWkt2VOwkv5TiYKo0BfB/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Airbrake capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "airbrake-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_HHP9bR8t0n7QJxt74sVaPWkt2VOwkv5TiYKo0BfB/mcp"
    }
  }
}
Copy into chat04

  • Did the deployment to the production project trigger any new error groups?

  • Check the last deployment in my web-app project and tell me if any new errors appeared.

  • List all new error groups that started after my last deployment to the api-service.

  • Get the details for the most recent error group that appeared after the last deploy.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Airbrake once, then ask.

One connection gives your AI access to your error data. Your credentials stay encrypted and secure.

Connect Airbrake to your AI

FAQ

How this task behaves.

  • 01

    Can the AI fix the errors for me?

    No. The AI can only find and describe the errors. You have to write and push the fix yourself.

  • 02

    Can the AI delete error groups in Airbrake?

    No. The AI can only read error data and track deployments. It cannot modify or delete anything in your Airbrake account.

  • 03

    Does the AI need my Airbrake password?

    No. You connect via a secure link, and your credentials are never shared with the AI model.

  • 04

    How does the AI know which deployment happened?

    The AI uses the deployment tracking tool to see when a new release was recorded.

  • 05

    Can I ask the AI to roll back a deployment?

    No. The AI can only observe the impact of a deployment. It has no power to trigger rollbacks or change your code.

  • More questions about Airbrake? The Connector page answers them. See everything the Airbrake Connector can do

Connect Airbrake to Claude, Cursor, ChatGPT & more