Archestra uses a coding agent with read-only access to Slack and Kubernetes to automatically fix bugs reported via emoji. The agent provisions a VM with development tools, investigates issues, creates pull requests with automated review feedback, and posts video demos back to Slack, reducing the time from bug report to merged fix from days to minutes.