Thomas Ankcorn

Author Archives: Thomas Ankcorn

Detect and send production issues straight to your agent

As agents help us build more complex applications, both humans and agents need a better way to stay on top of what goes wrong in production. 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.

Today, we are introducing Issues, built-in error monitoring for Cloudflare Workers (now in open beta!) to streamline this workflow. 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.
  • Trigger the agent’s configured workflow — from triaging an issue to querying more data to opening a pull request.

Fix your first issue with the following prompt for your agent with CF CLI or checkout the documentation to get started: