Document Details
Plan Your Deployment
This page contains Windows bias
About This Page
This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.
Bias Analysis
Detected Bias Types
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a bias towards Windows/Azure-centric tools and patterns, such as Azure Bastion, VPN Gateway, and Azure-specific networking constructs, without mentioning or providing guidance for Linux-native or open-source alternatives. There are no examples or instructions for Linux command-line tools, SSH, or cross-platform access methods, and all access scenarios assume Azure-native solutions.
Recommendations
- Provide examples or mention how to access CycleCloud Workspace for Slurm using standard SSH from Linux or macOS clients, not just via Azure Bastion or VPN Gateway.
- Include guidance for users who may want to use open-source VPN solutions (e.g., OpenVPN, WireGuard) instead of Azure VPN Gateway.
- Clarify whether Linux users can use native tools (e.g., SSH, SCP) to connect to the environment, and provide instructions or references.
- If possible, add a section or note on cross-platform access patterns, ensuring that both Windows and Linux users are supported equally.
- Mention any Linux-specific prerequisites or considerations for deploying or managing the environment.
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Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-25 00:00 | #165 | completed |
 Clean
|
| 2026-01-24 00:00 | #161 | completed |
Clean
|
| 2026-01-12 00:00 | #99 | completed |
Clean
|
| 2026-01-11 06:20 | #98 | completed |
Clean
|
| 2026-01-10 00:00 | #92 | completed |
Biased
|
| 2026-01-06 22:28 | #78 | completed |
Clean
|
| 2025-12-29 18:00 | #48 | cancelled |
Biased
|
| 2025-12-15 00:00 | #7 | completed |
Clean
|
| 2025-12-14 05:05 | #6 | completed |
Clean
|