Detect and send production issues straight to your agent

What happened

Detect and send production issues straight to your agent, Cloudflare Blog announced. You can now use built-in error monitoring in Cloudflare Workers to group production failures and send stack traces, logs, traces, and application context directly to a coding agent to investigate further and open a pull request. Coding agents can already query observability data, navigate a repository, change code, write tests, and open a pull request.

What remains manual is connecting those steps: recognizing that repeated failures come from the same bug, gathering the relevant logs and traces, sending that context to an agent, and checking whether the fix worked. Without that structured handoff, the agent must search raw telemetry to reconstruct the scope and context of the failure before it can investigate.

Issues can: Group repeated exceptions, 5xx responses, and error logs into one issue. Send the error, stack trace, logs, traces, and Worker version to a configured coding agent.