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
missing_linux_example
windows_tools
Summary
The documentation page exhibits a Windows bias in several areas: troubleshooting steps and command-line examples often reference Windows-specific tools (such as PowerShell and RDP), and instructions for network and DNS troubleshooting default to Windows commands (e.g., nslookup, ping, Resolve-DnsName) without providing Linux equivalents. PowerShell is used for HTTP2 troubleshooting, and remote PowerShell/RDP are discussed as access methods, with no mention of SSH or Linux-native alternatives. The order of presentation typically places Windows tools and patterns before Linux ones, and some troubleshooting steps (such as downgrading Azure CLI via pip) are mentioned but lack parity in guidance for Linux package managers. There are also cases where Linux-specific errors (e.g., GLIBC version issues) are mentioned, but solutions are less detailed compared to Windows troubleshooting.
Recommendations
  • Provide Linux equivalents for all command-line examples (e.g., show how to use curl, wget, dig, host, and SSH for troubleshooting).
  • When discussing remote access, mention SSH and Linux console sessions alongside RDP and PowerShell.
  • For DNS troubleshooting, include Linux commands such as 'dig', 'host', and 'systemd-resolve' in addition to 'nslookup' and 'Resolve-DnsName'.
  • For HTTP2 troubleshooting, offer curl or wget examples with appropriate flags for Linux, not just PowerShell.
  • When referencing CLI installation or downgrade, include instructions for Linux package managers (apt, yum, zypper) and not just pip.
  • Ensure troubleshooting steps for Linux-specific errors (such as GLIBC version issues) are as detailed as those for Windows.
  • Review the order of presentation so that Linux and Windows tools are given equal prominence, or group examples by OS.
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Scan History

Date Scan Status Result
2026-02-18 00:00 #395 in_progress Biased Biased
2026-02-17 00:00 #391 in_progress Biased Biased
2026-02-16 00:00 #387 in_progress Biased Biased
2026-02-15 00:00 #383 in_progress Biased Biased
2026-02-14 00:00 #379 in_progress Biased Biased
2026-02-13 00:00 #375 in_progress Biased Biased
2026-02-12 00:00 #371 in_progress Biased Biased
2026-02-11 00:00 #367 in_progress Clean Clean
2026-02-10 00:00 #363 completed Biased Biased
2026-02-09 00:00 #359 completed Biased Biased
2026-02-08 00:00 #355 completed Biased Biased
2026-02-05 00:00 #343 completed Biased Biased
2026-02-04 00:00 #339 completed Biased Biased
2026-02-03 00:00 #335 completed Biased Biased
2026-02-02 00:00 #331 completed Biased Biased
2026-02-01 00:00 #327 completed Biased Biased
2026-01-31 00:00 #323 completed Biased Biased
2026-01-30 00:00 #319 completed Biased Biased
2026-01-14 00:00 #251 completed Biased Biased
2026-01-13 00:00 #247 completed Biased Biased
2026-01-11 00:00 #241 completed Biased Biased
2026-01-10 00:00 #238 completed Biased Biased
2026-01-09 00:34 #235 completed Biased Biased
2026-01-08 00:53 #232 completed Biased Biased

Flagged Code Snippets