# Can my AI coding agent fix production errors?

> It can help, with guardrails. Through the Pagerless MCP server, an agent like Claude Code or Cursor can read a production problem, propose a fix, ask you a yes/no question and verify the result. It never acts on production directly: your rules and a passkey approval decide.

URL: https://pagerless.dev/answers/let-ai-agent-fix-production
Updated: 2026-10-22

Setup: [MCP server](https://pagerless.dev/mcp-server).

## Questions

### Can my AI coding agent fix production errors?

It can help, with guardrails. Through the Pagerless MCP server, an agent like Claude Code or Cursor can read a production problem, propose a fix, ask you a yes/no question and verify the result. It never acts on production directly: your rules and a passkey approval decide.