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_tools
windows_first
Summary
The documentation is generally Linux/CLI-centric, using Azure CLI, Bash, and Terraform commands throughout. However, there is evidence of Windows bias in the SSH client instructions, where PuTTY (a Windows SSH client) is mentioned as the example tool for connecting to the deployer and converting SSH keys to .ppk format. No Linux SSH client (e.g., OpenSSH) is mentioned, and the instructions for key conversion are Windows-specific. The mention of Azure Cloud Shell is neutral, as it is available on both platforms. There are no PowerShell examples, and most commands are cross-platform, but the SSH client section prioritizes Windows tooling.
Recommendations
  • Add instructions for connecting via SSH from Linux and macOS using OpenSSH (e.g., 'ssh -i <key> <user>@<host>'), alongside the PuTTY example.
  • Include guidance on using standard OpenSSH key formats and conversion tools (e.g., 'ssh-keygen -p -m PEM -f <key>') for Linux/macOS users.
  • Explicitly state that the deployment steps are compatible with Linux, macOS, and Windows, and provide platform-specific notes where relevant.
  • If mentioning PuTTY, also mention alternatives like MobaXterm (Windows), Terminal (macOS), and GNOME Terminal/Konsole (Linux) for parity.
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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