shpyrd: Agents Deploy Apps and Diagnose Production Issues

Summary

shpyrd is a deployment and troubleshooting tool that lets agents such as Claude Code, Codex, and Cursor run an application, inspect its logs, and investigate what went wrong. The agent uses the same commands a developer would type, including metric queries, log retrieval, and rollback actions. In the example shown, a checkout service's p95 latency increased from 180 ms to 2.4 seconds after release v42, prompting a rollback question about returning to v41. The page presents shpyrd as a way for an agent to connect deployment operations with incident diagnosis.