Date: February 16, 2026
Host Environment: Debian Linux (Headless Server)
Application: Project Jupyter (JupyterLab)
Deployment Method: Native Python Virtual Environment via systemd
| Client | Meridian Training & Consulting |
| Date | March 15, 2026 |
| Environment | On-Premises / Self-Hosted LAN |
| Audience | Infrastructure Engineers, DevOps Teams |
| Scope | Design, deployment, and troubleshooting of a self-hosted CI/CD pipeline to support an internal software development team — using exclusively repurposed commodity hardware, open-source tooling, and no cloud spend. |