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
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by referencing Azure PowerShell and Azure Classic CLI as deployment tools, without mentioning Linux-native equivalents (e.g., Azure CLI on Bash, ARM templates via Linux shell). All procedural instructions are focused on the Azure portal (a web UI, often used from Windows), with no examples or guidance for Linux users (such as command-line installation, SSH-based deployment, or scripting). Windows tools and terminology (PowerShell, portal navigation) are mentioned before or instead of Linux alternatives. There are no explicit Linux command examples, and the only mention of SSH is in the context of connecting to the edge node, not for application installation or management.
Recommendations
  • Include Azure CLI (cross-platform) examples for deploying applications and managing clusters, with explicit Linux shell commands.
  • Provide step-by-step instructions for installing applications using SSH and Bash scripts, especially for custom or third-party apps.
  • Mention Linux-native tools (e.g., Bash, SCP, SFTP) alongside PowerShell and Azure portal, and clarify parity in capabilities.
  • Add a section or callouts for Linux users, highlighting differences or additional steps when using Linux environments.
  • Ensure that references to deployment tools and patterns do not prioritize Windows-specific options (PowerShell, portal) over cross-platform or Linux-native alternatives.
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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
2025-09-10 00:00 #107 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
2025-07-21 00:00 #56 completed Clean Clean
2025-07-19 13:51 #54 completed Biased Biased
2025-07-17 00:00 #53 completed Clean Clean
2025-07-16 00:00 #52 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased