Sad Tux - Windows bias detected
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_first
powershell_heavy
Summary
The documentation provides configuration examples for Azure portal, Azure CLI, and Azure PowerShell, with PowerShell given equal prominence to CLI and portal. There is a slight Windows bias in the ordering and presentation: PowerShell examples are included and labeled as a primary method, and the page metadata references 'azurepowershell'. However, Linux-specific tools (such as Bash scripts or cloud-init) are not mentioned, and there are no Linux-first examples. The CLI examples are cross-platform, but the documentation does not explicitly highlight Linux usage or provide Linux-centric guidance. The only explicit Linux reference is in the quick start guide link at the end, which is not integrated into the main workflow.
Recommendations
  • Add explicit Linux/Bash scripting examples for scale set creation, demonstrating usage in a native Linux environment.
  • Clarify that Azure CLI commands are cross-platform and can be run natively on Linux, macOS, and Windows.
  • Include references to Linux automation tools (e.g., cloud-init, Ansible) for VM configuration within scale sets.
  • Reorder examples to present CLI (cross-platform) first, followed by PowerShell (Windows-centric), to reduce perceived Windows-first bias.
  • Expand the quick start section to include Linux-specific configuration steps and troubleshooting tips.
  • Mention and link to Linux documentation and best practices for SAP workloads on Azure in the main body, not just in the quick start.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-08-11 00:00 #77 completed Clean Clean
2025-08-10 00:00 #76 completed Clean Clean
2025-08-09 00:00 #75 completed Clean Clean
2025-08-08 00:00 #74 completed Clean Clean
2025-08-07 00:00 #73 completed Clean Clean
2025-08-06 00:00 #72 completed Clean Clean
2025-08-05 00:00 #71 completed Clean Clean
2025-08-03 00:00 #69 completed Clean Clean
2025-08-01 00:00 #67 completed Clean Clean
2025-07-31 00:00 #66 completed Clean Clean
2025-07-30 00:00 #65 completed Clean Clean
2025-07-29 00:01 #64 completed Clean Clean
2025-07-28 00:00 #63 completed Clean Clean
2025-07-27 00:00 #62 completed Clean Clean
2025-07-26 00:01 #61 completed Clean Clean
2025-07-25 00:00 #60 completed Clean Clean
2025-07-24 00:00 #59 completed Clean Clean
2025-07-23 00:00 #58 completed Clean Clean
2025-07-22 00:01 #57 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets