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 moderate Windows bias. Windows-specific tools and patterns (PowerShell, RDP, Windows paths, and references to time.windows.com) are mentioned before or instead of Linux/macOS equivalents. Troubleshooting steps and example commands often use Windows-centric terminology and workflows (e.g., 'Remote PowerShell', 'RDP', Windows file paths), and some diagnostic instructions (such as PowerShell cmdlets for DNS resolution and HTTP/2 troubleshooting) are provided only for Windows. Linux-specific troubleshooting is limited, and parity in examples (e.g., using Linux CLI tools for network, DNS, or HTTP/2 validation) is missing. However, the core deployment and troubleshooting commands use Azure CLI, which is cross-platform, and there are some references to Linux (e.g., glibc errors), so Linux users can generally complete the tasks with some friction.
Recommendations
  • Provide Linux/macOS equivalents for all PowerShell and Windows-specific commands (e.g., use curl, wget, dig, nslookup, or openssl for network and DNS troubleshooting).
  • Include Linux/macOS instructions for remote access (e.g., SSH, console session) where RDP is mentioned.
  • Add Linux file path examples and clarify cross-platform differences in file locations (e.g., SSH folder).
  • When referencing time synchronization, mention NTP and Linux time sources, not just time.windows.com.
  • Ensure troubleshooting steps for HTTP/2, DNS, and proxy issues include Linux/macOS workflows and tools.
  • Where Windows tools are referenced first, present Linux/macOS alternatives in parallel or before Windows examples.
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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