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_tools
windows_first
Summary
The documentation is heavily PowerShell-centric, requiring PowerShell on all platforms (Windows, Linux, macOS) to use the ARM template test toolkit. All usage examples, customization, and pipeline integration instructions are provided only in PowerShell, with no alternatives using native Linux tools or shells (e.g., Bash). The Windows installation instructions are presented before Linux and macOS, and Windows-specific concepts like execution policy are referenced throughout. There is no mention of using the toolkit with other scripting environments or providing Bash-native examples.
Recommendations
  • Provide Bash or shell script examples for Linux and macOS users, where possible.
  • Clarify if the toolkit can be used with other scripting environments (e.g., Python, Bash) or if PowerShell is strictly required.
  • Offer instructions for running the toolkit via Docker or containerized environments to simplify cross-platform usage.
  • Add Linux-first or platform-neutral sections, and avoid always listing Windows instructions first.
  • Reference Linux-native tools and patterns (e.g., unzip, tar) for extracting files, rather than only PowerShell commands.
  • Discuss any limitations or differences in PowerShell usage on Linux/macOS versus Windows.
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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
2026-01-12 00:00 #243 cancelled 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
2025-08-24 00:00 #90 cancelled Biased Biased
2025-07-24 00:00 #59 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets