Document Details
Plan Evaluate On Azure Virtual Machine
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
Summary
The documentation generally presents Windows examples and tooling before Linux equivalents, with PowerShell commands featured prominently and detailed Windows-specific instructions. Linux instructions are present and reasonably complete, but often follow Windows steps or are less detailed regarding distribution-specific nuances. Windows tools (PowerShell, Windows Firewall) are mentioned by name and with explicit commands, while Linux firewall guidance is more generic and less distribution-specific.
Recommendations
- Alternate the order of Windows and Linux instructions so that neither is consistently presented first.
- Provide equally detailed, distribution-specific Linux examples for common distributions (e.g., Ubuntu, RHEL, SLES) alongside Windows instructions.
- Include Bash and Linux-native command examples wherever PowerShell is used, and avoid assuming PowerShell as the default scripting language.
- Reference Linux tools (e.g., iptables, nftables, firewalld, UFW) with the same specificity as Windows tools.
- Add troubleshooting and verification steps for both Windows and Linux environments with parity in detail and clarity.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 00:00 | #251 | completed |
 Clean
|
| 2026-01-13 00:00 | #247 | completed |
Biased
|
| 2026-01-11 00:00 | #241 | completed |
Biased
|
| 2026-01-10 00:00 | #238 | completed |
Biased
|
| 2026-01-09 00:34 | #235 | completed |
Biased
|
| 2026-01-08 00:53 | #232 | completed |
Biased
|