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
powershell_heavy
windows_first
missing_linux_example
Summary
The documentation includes several examples and troubleshooting steps that reference Windows tools and patterns, such as PowerShell commands and Windows-specific error messages (e.g., 'connectex', 'wsarecv'). PowerShell is used for network troubleshooting and DNS resolution, but equivalent Linux commands are not provided. Windows terminology and error codes are often shown first or exclusively, while Linux alternatives are mentioned less frequently or only in passing. There are also sections where only Windows-based troubleshooting steps are given, such as using PowerShell for HTTP/2 troubleshooting, and no Linux/macOS equivalents are offered.
Recommendations
  • Provide Linux/macOS equivalents for all PowerShell examples (e.g., use curl, wget, or openssl for HTTP/2 troubleshooting).
  • Include Linux/macOS commands for DNS resolution (e.g., dig, nslookup, host) alongside Windows/PowerShell examples.
  • When referencing Windows-specific error codes (e.g., 'connectex', 'wsarecv'), also mention typical Linux/macOS error messages for similar scenarios.
  • Ensure that troubleshooting steps and CLI instructions are platform-neutral or clearly indicate if a step is Windows-only.
  • Add explicit guidance for Linux/macOS users where file paths, permissions, or CLI usage may differ.
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Scan History

Date Scan Status Result
2026-02-20 00:00 #403 in_progress Biased Biased
2026-02-19 00:00 #399 in_progress Biased Biased
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