Blacksmith built an SSH feature enabling developers to directly access running GitHub Actions CI jobs for debugging. The system uses network tunneling via iptables for VM connectivity, custom DNS with CoreDNS for instant hostname resolution, and GitHub API integration for secure SSH key management, with a grace period to keep VMs running during active debugging sessions.