Debug Production Issues

Based on Damian Galarza's documented workflow and Anthropic's official blog. Claude pulls live errors from Sentry, reads the stack trace, finds the root cause in your codebase via GitHub, writes a fix, and creates a PR — all in one conversation. Eliminates the context-switching loop between error tracker, editor, and version control.

10 min setup4 components2 skills2 MCP serversLast updated Sep 28, 2026

Skills

Sentry Code Review

Analyzes Sentry error data and correlates with code changes to find root causes.

npx skills add openai/skills@sentry

Systematic Debugging

Holds the agent to root cause before any fix — and stops it after three failed fixes to question the design.

npx skills add obra/superpowers@systematic-debugging

MCP Servers

Sentry MCP

Real-time error data — stack traces, breadcrumbs, and deployment correlation.

GitHub MCP

Read source files, create branches, commit fixes, and open PRs.

Setup

Add the Sentry code review skill for error analysis and root cause identification.

npx skills add openai/skills@sentry

Add Sentry and GitHub MCP servers for live error data and code access.

{
  "mcpServers": {
    "sentry": { "url": "https://mcp.sentry.dev/mcp" },
    "github": {
      "command": "docker",
      "args": ["run", "-i", "--rm", "-e", "GITHUB_PERSONAL_ACCESS_TOKEN", "ghcr.io/github/github-mcp-server"],
      "env": { "GITHUB_PERSONAL_ACCESS_TOKEN": "<your-token>" }
    }
  }
}

Use Cases

Production error triage and fixing
Stack trace analysis with code correlation
Automated bug fix PRs
Post-deployment error monitoring

Sentrydebuggingproductionerror trackingGitHubbug fixPR

All Workflows

Get new workflows in your inbox. Skills and MCP servers combined for a whole job, one a week. See a past issue.