The ExtremeCloud Edge v5.12.01 Self-Orchestration Deployment Guide provides in-depth technical guidance for deploying the Universal Compute Platform with self-orchestration capabilities. This version of the guide features a revision to the prerequisite firewall rules. Architecture details for Self-Orchestration focus on the orchestration layer, automated provisioning pipelines, and integration with network and cloud infrastructures. Key deployment processes include configuring system prerequisites, establishing deployment pipelines, and executing end-to-end orchestration workflows. Advanced troubleshooting techniques, optimization strategies, and best practices are provided to resolve common deployment challenges and ensure optimal performance. This resource is designed for system architects and IT professionals overseeing large-scale, automated Universal Compute Platform implementations.